Blog

Level Up with HackerEarth

Where innovation meets insight.
Explore expert perspectives, emerging tech trends, and real-world stories in coding, hiring, AI, and hackathons. Whether you're building, hiring, or learning — this is your go-to hub for sharp insights and practical knowledge from across the global developer ecosystem.
Featured and trending

Stay Ahead with the HackerEarth Blog

Dive into the latest in tech innovation, industry updates, and thought leadership. Discover what’s shaping the future — one post at a time.
Arrow Left
Arrow right

How I used VibeCode Arena platform to build code using AI and leant how to improve it

How a developer used VibeCoding to generate Image Carousal code using VibeCode Arena platform and used objective evaluations to improve the LLM generated code
Author
Vineet Khandelwal
Calendar Icon
October 3, 2025
Timer Icon
3 min read

I Used AI to Build a "Simple Image Carousel" at VibeCodeArena. It Found 15+ Issues and Taught Me How to Fix Them.

My Learning Journey

I wanted to understand what separates working code from good code. So I used VibeCodeArena.ai to pick a problem statement where different LLMs produce code for the same prompt. Upon landing on the main page of VibeCodeArena, I could see different challenges. Since I was interested in an Image carousal application, I picked the challenge with the prompt "Make a simple image carousel that lets users click 'next' and 'previous' buttons to cycle through images."

Within seconds, I had code from multiple LLMs, including DeepSeek, Mistral, GPT, and Llama. Each code sample also had an objective evaluation score. I was pleasantly surprised to see so many solutions for the same problem. I picked gpt-oss-20b model from OpenAI. For this experiment, I wanted to focus on learning how to code better so either one of the LLMs could have worked. But VibeCodeArena can also be used to evaluate different LLMs to help make a decision about which model to use for what problem statement.

The model had produced a clean HTML, CSS, and JavaScript. The code looked professional. I could see the preview of the code by clicking on the render icon. It worked perfectly in my browser. The carousel was smooth, and the images loaded beautifully.

But was it actually good code?

I had no idea. That's when I decided to look at the evaluation metrics

What I Thought Was "Good Code"

A working image carousel with:

  • Clean, semantic HTML
  • Smooth CSS transitions
  • Keyboard navigation support
  • ARIA labels for accessibility
  • Error handling for failed images

It looked like something a senior developer would write. But I had questions:

Was it secure? Was it optimized? Would it scale? Were there better ways to structure it?

Without objective evaluation, I had no answers. So, I proceeded to look at the detailed evaluation metrics for this code

What VibeCodeArena's Evaluation Showed

The platform's objective evaluation revealed issues I never would have spotted:

Security Vulnerabilities (The Scary Ones)

No Content Security Policy (CSP): My carousel was wide open to XSS attacks. Anyone could inject malicious scripts through the image URLs or manipulate the DOM. VibeCodeArena flagged this immediately and recommended implementing CSP headers.

Missing Input Validation: The platform pointed out that while the code handles image errors, it doesn't validate or sanitize the image sources. A malicious actor could potentially exploit this.

Hardcoded Configuration: Image URLs and settings were hardcoded directly in the code. The platform recommended using environment variables instead - a best practice I completely overlooked.

SQL Injection Vulnerability Patterns: Even though this carousel doesn't use a database, the platform flagged coding patterns that could lead to SQL injection in similar contexts. This kind of forward-thinking analysis helps prevent copy-paste security disasters.

Performance Problems (The Silent Killers)

DOM Structure Depth (15 levels): VibeCodeArena measured my DOM at 15 levels deep. I had no idea. This creates unnecessary rendering overhead that would get worse as the carousel scales.

Expensive DOM Queries: The JavaScript was repeatedly querying the DOM without caching results. Under load, this would create performance bottlenecks I'd never notice in local testing.

Missing Performance Optimizations: The platform provided a checklist of optimizations I didn't even know existed:

  • No DNS-prefetch hints for external image domains
  • Missing width/height attributes causing layout shift
  • No preload directives for critical resources
  • Missing CSS containment properties
  • No will-change property for animated elements

Each of these seems minor, but together they compound into a poor user experience.

Code Quality Issues (The Technical Debt)

High Nesting Depth (4 levels): My JavaScript had logic nested 4 levels deep. VibeCodeArena flagged this as a maintainability concern and suggested flattening the logic.

Overly Specific CSS Selectors (depth: 9): My CSS had selectors 9 levels deep, making it brittle and hard to refactor. I thought I was being thorough; I was actually creating maintenance nightmares.

Code Duplication (7.9%): The platform detected nearly 8% code duplication across files. That's technical debt accumulating from day one.

Moderate Maintainability Index (67.5): While not terrible, the platform showed there's significant room for improvement in code maintainability.

Missing Best Practices (The Professional Touches)

The platform also flagged missing elements that separate hobby projects from professional code:

  • No 'use strict' directive in JavaScript
  • Missing package.json for dependency management
  • No test files
  • Missing README documentation
  • No .gitignore or version control setup
  • Could use functional array methods for cleaner code
  • Missing CSS animations for enhanced UX

The "Aha" Moment

Here's what hit me: I had no framework for evaluating code quality beyond "does it work?"

The carousel functioned. It was accessible. It had error handling. But I couldn't tell you if it was secure, optimized, or maintainable.

VibeCodeArena gave me that framework. It didn't just point out problems, it taught me what production-ready code looks like.

My New Workflow: The Learning Loop

This is when I discovered the real power of the platform. Here's my process now:

Step 1: Generate Code Using VibeCodeArena

I start with a prompt and let the AI generate the initial solution. This gives me a working baseline.

Step 2: Analyze Across Several Metrics

I can get comprehensive analysis across:

  • Security vulnerabilities
  • Performance/Efficiency issues
  • Performance optimization opportunities
  • Code Quality improvements

This is where I learn. Each issue includes explanation of why it matters and how to fix it.

Step 3: Click "Challenge" and Improve

Here's the game-changer: I click the "Challenge" button and start fixing the issues based on the suggestions. This turns passive reading into active learning.

Do I implement CSP headers correctly? Does flattening the nested logic actually improve readability? What happens when I add dns-prefetch hints?

I can even use AI to help improve my code. For this action, I can use from a list of several available models that don't need to be the same one that generated the code. This helps me to explore which models are good at what kind of tasks.

For my experiment, I decided to work on two suggestions provided by VibeCodeArena by preloading critical CSS/JS resources with <link rel="preload"> for faster rendering in index.html and by adding explicit width and height attributes to images to prevent layout shift in index.html. The code editor gave me change summary before I submitted by code for evaluation.

Step 4: Submit for Evaluation

After making improvements, I submit my code for evaluation. Now I see:

  • What actually improved (and by how much)
  • What new issues I might have introduced
  • Where I still have room to grow

Step 5: Hey, I Can Beat AI

My changes helped improve the performance metric of this simple code from 82% to 83% - Yay! But this was just one small change. I now believe that by acting upon multiple suggestions, I can easily improve the quality of the code that I write versus just relying on prompts.

Each improvement can move me up the leaderboard. I'm not just learning in isolation—I'm seeing how my solutions compare to other developers and AI models.

So, this is the loop: Generate → Analyze → Challenge → Improve → Measure → Repeat.

Every iteration makes me better at both evaluating AI code and writing better prompts.

What This Means for Learning to Code with AI

This experience taught me three critical lessons:

1. Working ≠ Good Code

AI models are incredible at generating code that functions. But "it works" tells you nothing about security, performance, or maintainability.

The gap between "functional" and "production-ready" is where real learning happens. VibeCodeArena makes that gap visible and teachable.

2. Improvement Requires Measurement

I used to iterate on code blindly: "This seems better... I think?"

Now I know exactly what improved. When I flatten nested logic, I see the maintainability index go up. When I add CSP headers, I see security scores improve. When I optimize selectors, I see performance gains.

Measurement transforms vague improvement into concrete progress.

3. Competition Accelerates Learning

The leaderboard changed everything for me. I'm not just trying to write "good enough" code—I'm trying to climb past other developers and even beat the AI models.

This competitive element keeps me pushing to learn one more optimization, fix one more issue, implement one more best practice.

How the Platform Helps Me Become A Better Programmer

VibeCodeArena isn't just an evaluation tool—it's a structured learning environment. Here's what makes it effective:

Immediate Feedback: I see issues the moment I submit code, not weeks later in code review.

Contextual Education: Each issue comes with explanation and guidance. I learn why something matters, not just that it's wrong.

Iterative Improvement: The "Challenge" button transforms evaluation into action. I learn by doing, not just reading.

Measurable Progress: I can track my improvement over time—both in code quality scores and leaderboard position.

Comparative Learning: Seeing how my solutions stack up against others shows me what's possible and motivates me to reach higher.

What I've Learned So Far

Through this iterative process, I've gained practical knowledge I never would have developed just reading documentation:

  • How to implement Content Security Policy correctly
  • Why DOM depth matters for rendering performance
  • What CSS containment does and when to use it
  • How to structure code for better maintainability
  • Which performance optimizations actually make a difference

Each "Challenge" cycle teaches me something new. And because I'm measuring the impact, I know what actually works.

The Bottom Line

AI coding tools are incredible for generating starting points. But they don't produce high quality code and can't teach you what good code looks like or how to improve it.

VibeCodeArena bridges that gap by providing:

✓ Objective analysis that shows you what's actually wrong
✓ Educational feedback that explains why it matters
✓ A "Challenge" system that turns learning into action
✓ Measurable improvement tracking so you know what works
✓ Competitive motivation through leaderboards

My "simple image carousel" taught me an important lesson: The real skill isn't generating code with AI. It's knowing how to evaluate it, improve it, and learn from the process.

The future of AI-assisted development isn't just about prompting better. It's about developing the judgment to make AI-generated code production-ready. That requires structured learning, objective feedback, and iterative improvement. And that's exactly what VibeCodeArena delivers.

Here is a link to the code for the image carousal I used for my learning journey

#AIcoding #WebDevelopment #CodeQuality #VibeCoding #SoftwareEngineering #LearningToCode

Vibe Coding: Shaping the Future of Software

A New Era of Code Vibe coding is a new method of using natural language prompts and AI tools to generate code. I have seen firsthand that this change Discover how vibe coding is reshaping software development. Learn about its benefits, challenges, and what it means for developers in the AI era.
Author
Vishwastam Shukla
Calendar Icon
August 28, 2025
Timer Icon
3 min read

A New Era of Code

Vibe coding is a new method of using natural language prompts and AI tools to generate code. I have seen firsthand that this change makes software more accessible to everyone. In the past, being able to produce functional code was a strong advantage for developers. Today, when code is produced quickly through AI, the true value lies in designing, refining, and optimizing systems. Our role now goes beyond writing code; we must also ensure that our systems remain efficient and reliable.

From Machine Language to Natural Language

I recall the early days when every line of code was written manually. We progressed from machine language to high-level programming, and now we are beginning to interact with our tools using natural language. This development does not only increase speed but also changes how we approach problem solving. Product managers can now create working demos in hours instead of weeks, and founders have a clearer way of pitching their ideas with functional prototypes. It is important for us to rethink our role as developers and focus on architecture and system design rather than simply on typing c

Vibe Coding Difference

The Promise and the Pitfalls

I have experienced both sides of vibe coding. In cases where the goal was to build a quick prototype or a simple internal tool, AI-generated code provided impressive results. Teams have been able to test new ideas and validate concepts much faster. However, when it comes to more complex systems that require careful planning and attention to detail, the output from AI can be problematic. I have seen situations where AI produces large volumes of code that become difficult to manage without significant human intervention.

AI-powered coding tools like GitHub Copilot and AWS’s Q Developer have demonstrated significant productivity gains. For instance, at the National Australia Bank, it’s reported that half of the production code is generated by Q Developer, allowing developers to focus on higher-level problem-solving . Similarly, platforms like Lovable or Hostinger Horizons enable non-coders to build viable tech businesses using natural language prompts, contributing to a shift where AI-generated code reduces the need for large engineering teams. However, there are challenges. AI-generated code can sometimes be verbose or lack the architectural discipline required for complex systems. While AI can rapidly produce prototypes or simple utilities, building large-scale systems still necessitates experienced engineers to refine and optimize the code.​

The Economic Impact

The democratization of code generation is altering the economic landscape of software development. As AI tools become more prevalent, the value of average coding skills may diminish, potentially affecting salaries for entry-level positions. Conversely, developers who excel in system design, architecture, and optimization are likely to see increased demand and compensation.​
Seizing the Opportunity

Vibe coding is most beneficial in areas such as rapid prototyping and building simple applications or internal tools. It frees up valuable time that we can then invest in higher-level tasks such as system architecture, security, and user experience. When used in the right context, AI becomes a helpful partner that accelerates the development process without replacing the need for skilled engineers.

This is revolutionizing our craft, much like the shift from machine language to assembly to high-level languages did in the past. AI can churn out code at lightning speed, but remember, “Any fool can write code that a computer can understand. Good programmers write code that humans can understand.” Use AI for rapid prototyping, but it’s your expertise that transforms raw output into robust, scalable software. By honing our skills in design and architecture, we ensure our work remains impactful and enduring. Let’s continue to learn, adapt, and build software that stands the test of time.​

Ready to streamline your recruitment process? Get a free demo to explore cutting-edge solutions and resources for your hiring needs.

How Candidates Use Technology to Cheat in Online Technical Assessments

Discover common technologies used by candidates for cheating in online assessments. Explore effective prevention methods like proctoring, AI monitoring, and smart test formats.
Author
Nischal V Chadaga
Calendar Icon
August 27, 2025
Timer Icon
3 min read

Impact of Online Assessments in Technical Hiring


In a digitally-native hiring landscape, online assessments have proven to be both a boon and a bane for recruiters and employers.

The ease and efficiency of virtual interviews, take home programming tests and remote coding challenges is transformative. Around 82% of companies use pre-employment assessments as reliable indicators of a candidate's skills and potential.

Online skill assessment tests have been proven to streamline technical hiring and enable recruiters to significantly reduce the time and cost to identify and hire top talent.

In the realm of online assessments, remote assessments have transformed the hiring landscape, boosting the speed and efficiency of screening and evaluating talent. On the flip side, candidates have learned how to use creative methods and AI tools to cheat in tests.

As it turns out, technology that makes hiring easier for recruiters and managers - is also their Achilles' heel.

Cheating in Online Assessments is a High Stakes Problem



With the proliferation of AI in recruitment, the conversation around cheating has come to the forefront, putting recruiters and hiring managers in a bit of a flux.



According to research, nearly 30 to 50 percent of candidates cheat in online assessments for entry level jobs. Even 10% of senior candidates have been reportedly caught cheating.

The problem becomes twofold - if finding the right talent can be a competitive advantage, the consequences of hiring the wrong one can be equally damaging and counter-productive.

As per Forbes, a wrong hire can cost a company around 30% of an employee's salary - not to mention, loss of precious productive hours and morale disruption.

The question that arises is - "Can organizations continue to leverage AI-driven tools for online assessments without compromising on the integrity of their hiring process? "

This article will discuss the common methods candidates use to outsmart online assessments. We will also dive deep into actionable steps that you can take to prevent cheating while delivering a positive candidate experience.

Common Cheating Tactics and How You Can Combat Them


  1. Using ChatGPT and other AI tools to write code

    Copy-pasting code using AI-based platforms and online code generators is one of common cheat codes in candidates' books. For tackling technical assessments, candidates conveniently use readily available tools like ChatGPT and GitHub. Using these tools, candidates can easily generate solutions to solve common programming challenges such as:
    • Debugging code
    • Optimizing existing code
    • Writing problem-specific code from scratch
    Ways to prevent it
    • Enable full-screen mode
    • Disable copy-and-paste functionality
    • Restrict tab switching outside of code editors
    • Use AI to detect code that has been copied and pasted
  2. Enlist external help to complete the assessment


    Candidates often seek out someone else to take the assessment on their behalf. In many cases, they also use screen sharing and remote collaboration tools for real-time assistance.

    In extreme cases, some candidates might have an off-camera individual present in the same environment for help.

    Ways to prevent it
    • Verify a candidate using video authentication
    • Restrict test access from specific IP addresses
    • Use online proctoring by taking snapshots of the candidate periodically
    • Use a 360 degree environment scan to ensure no unauthorized individual is present
  3. Using multiple devices at the same time


    Candidates attempting to cheat often rely on secondary devices such as a computer, tablet, notebook or a mobile phone hidden from the line of sight of their webcam.

    By using multiple devices, candidates can look up information, search for solutions or simply augment their answers.

    Ways to prevent it
    • Track mouse exit count to detect irregularities
    • Detect when a new device or peripheral is connected
    • Use network monitoring and scanning to detect any smart devices in proximity
    • Conduct a virtual whiteboard interview to monitor movements and gestures
  4. Using remote desktop software and virtual machines


    Tech-savvy candidates go to great lengths to cheat. Using virtual machines, candidates can search for answers using a secondary OS while their primary OS is being monitored.

    Remote desktop software is another cheating technique which lets candidates give access to a third-person, allowing them to control their device.

    With remote desktops, candidates can screen share the test window and use external help.

    Ways to prevent it
    • Restrict access to virtual machines
    • AI-based proctoring for identifying malicious keystrokes
    • Use smart browsers to block candidates from using VMs

Future-proof Your Online Assessments With HackerEarth

HackerEarth's AI-powered online proctoring solution is a tested and proven way to outsmart cheating and take preventive measures at the right stage. With HackerEarth's Smart Browser, recruiters can mitigate the threat of cheating and ensure their online assessments are accurate and trustworthy.
  • Secure, sealed-off testing environment
  • AI-enabled live test monitoring
  • Enterprise-grade, industry leading compliance
  • Built-in features to track, detect and flag cheating attempts
Boost your hiring efficiency and conduct reliable online assessments confidently with HackerEarth's revolutionary Smart Browser.

Talent Acquisition Strategies For Rehiring Former Employees

Discover effective talent acquisition strategies for rehiring former employees. Learn how to attract, evaluate, and retain top boomerang talent to strengthen your workforce.
Author
Nischal V Chadaga
Calendar Icon
August 27, 2025
Timer Icon
3 min read
Former employees who return to work with the same organisation are essential assets. In talent acquisition, such employees are also termed as ‘Boomerang employees’. Former employees are valuable because they require the least training and onboarding because of their familiarity with the organization’s policies. Rehiring former employees by offering them more perks is a mark of a successful hiring process. This article will elaborate on the talent acquisition strategies for rehiring former employees, supported by a few real-life examples and best practices.

Why Should Organizations Consider Rehiring?

One of the best ways of ensuring quality hire with a low candidate turnover is to deploy employee retention programs like rehiring female professionals who wish to return to work after a career break. This gives former employees a chance to prove their expertise while ensuring them the organization’s faith in their skills and abilities. Besides, seeing former employees return to their old organizations encourages newly appointed employees to be more productive and contribute to the overall success of the organization they are working for. A few other benefits of rehiring old employees are listed below.

Reduced Hiring Costs

Hiring new talent incurs a few additional costs. For example, tasks such as sourcing resumes of potential candidates, reaching out to them, conducting interviews and screenings costs money to the HR department. Hiring former employees cuts down these costs and aids a seamless transition process for them.

Faster Onboarding

Since boomerang employees are well acquainted with the company’s onboarding process, they don’t have to undergo the entire exercise. A quick, one-day session informing them of any recent changes in the company’s work policies is sufficient to onboard them.

Retention of Knowledge

As a former employee, rehired executives have knowledge of the previous workflows and insights from working on former projects. This can be valuable in optimizing a current project. They bring immense knowledge and experience with them which can be instrumental in driving new projects to success.Starbucks is a prime example of a company that has successfully leveraged boomerang employees. Howard Schultz, the company's CEO, left in 2000 but returned in 2008 during a critical time for the firm. His leadership was instrumental in revitalizing the brand amid financial challenges.

Best Practices for Rehiring Former Employees

Implementing best practices is the safest way to go about any operation. Hiring former employees can be a daunting task especially if it involves someone who was fired previously. It is important to draft certain policies around rehiring former employees. Here are a few of them that can help you to get started.

1. Create a Clear Rehire Policy

While considering rehiring a former employee, it is essential to go through data indicating the reason why they had to leave in the first place. Any offer being offered must supersede their previous offer while marking clear boundaries to maintain work ethics. Offer a fair compensation that justifies their skills and abilities which can be major contributors to the success of the organization. A well-defined policy not only streamlines the rehiring process but also promotes fairness within the organization.

2. Conduct Thorough Exit Interviews

Exit interviews provide valuable insights into why employees leave and can help maintain relationships for potential future rehires. Key aspects to cover include:
  • Reasons for departure.
  • Conditions under which they might consider returning.
  • Feedback on organizational practices.
Keeping lines of communication open during these discussions can foster goodwill and encourage former employees to consider returning when the time is right.

3. Maintain Connections with Alumni

Creating and maintaining an alumni association must be an integral part of HR strategies. This exercise ensures that the HR department can find former employees in times of dire need and indicates to former employees how the organization is vested in their lives even after they have left them. This gesture fosters a feeling of goodwill and gratitude among former hires. Alumni networks and social media groups help former employees stay in touch with each other, thus improving their interpersonal communication.Research indicates that about 15% of rehired employees return because they maintained connections with their former employers.

4. Assess Current Needs Before Reaching Out

Before reaching out to former employees, assess all viable options and list out the reasons why rehiring is inevitable. Consider:
  • Changes in job responsibilities since their departure.
  • Skills or experiences gained by other team members during their absence.
It is essential to understand how the presence of a boomerang employee can be instrumental in solving professional crises before contacting them. It is also important to consider their present circumstances.

5. Initiate an Honest Conversation

When you get in touch with a former employee, it is important to understand their perspective on the job being offered. Make them feel heard and empathize with any difficult situations they may have had to face during their time in the organization. Understand why they would consider rejoining the company. These steps indicate that you truly care about them and fosters a certain level of trust between them and the organization which can motivate them to rejoin with a positive attitude.

6. Implement a Reboarding Program

When a former employee rejoins, HR departments must ensure a robust reboarding exercise is conducted to update them about any changes within the organization regarding the work policies and culture changes, training them about any new tools or systems that were deployed during their absence and allowing them time to reconnect with old team members or acquaint with new ones.

7. Make Them Feel Welcome

Creating a welcoming environment is essential for helping returning employees adjust smoothly. Consider:
  • Organizing team lunches or social events during their first week.
  • Assigning a mentor or buddy from their previous team to help them reacclimate.
  • Providing resources that facilitate learning about any organizational changes.
A positive onboarding experience reinforces their decision to return and fosters loyalty.

Real-Life Examples of Successful Rehiring

Several companies have successfully implemented these strategies:

IBM: The tech giant has embraced boomerang hiring by actively reaching out to former employees who possess critical skills in emerging technologies. IBM has found that these individuals often bring fresh perspectives that contribute significantly to innovation7.

Zappos: Known for its strong company culture, Zappos maintains an alumni network that keeps former employees engaged with the brand. This connection has led to numerous successful rehiring instances, enhancing both morale and productivity within teams6.

Conclusion

Rehiring former employees can provide organizations with unique advantages, including reduced costs, quicker onboarding, and retained knowledge. By implementing strategic practices—such as creating clear policies, maintaining connections, assessing current needs, and fostering welcoming environments—companies can effectively tap into this valuable talent pool.

As organizations continue navigating an ever-changing workforce landscape, embracing boomerang employees may be key to building resilient teams equipped for future challenges. By recognizing the potential benefits and following best practices outlined above, businesses can create a robust strategy for rehiring that enhances both employee satisfaction and organizational performance.
Arrow Left
Arrow right
Tech Hiring Insights

HackerEarth Blogs

Gain insights to optimize your developer recruitment process.
Clear all
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Filter
Filter

15 must-read books for HR professionals

There’s no such thing as finding the right time to catch up on your reading, is there? If you want to, you will.

Agreed not everyone is a bibliophile. But there are so many of us who find so many answers we seek in books from wonderful authors. Perhaps, reading is also an acknowledgment of willingness and humility, accepting that there is so much you don’t know.

Most people who aspire to become better, be it in their personal or work lives, look for books that introduce them to a plethora of ideas and possibilities.

As John Coleman says in his HBR article,

“deep, broad reading habits are often a defining characteristic of our greatest leaders and can catalyze insight, innovation, empathy, and personal effectiveness.”

Hopefully, this list of best HR books for HR professionals we’ve put together, after speaking with many managers and doing a bit of research, will make your life exponentially more fulfilling!

Best HR Management Books

1. Topgrading: The proven hiring and promoting method that turbocharges company performance by Brad D. Smart

Topgrading

Brandford D. Smart, in his book shares a strategic hiring system created by him, that, he has used quadraple the hiring success rates for hundreds of clients he has worked with. This book is an advanced compliation of Brad’s experience he has acquired while working with global giants like General Electric and Honeywell.

In this book, the author shares:

  • Simplified Topgrading methods for entry-level jobs
  • The new Topgrading snapshot, which screens out weak candidates in 15 seconds
  • The latest version of Topgrading interview script
  • Case studies from 35 companies
  • Additional innovations created by Topgraders

Whether you want to dive deep into Topgrading hiring processes or upskill yourself with the topic, this book has rich in information by the expert himself!

Buy the book here.

2. The everything HR kit by John Pitzier

Want to get back to the roots of HR? Well, look no further than this user-friendly guide that helps you navigate through all the best practices of recruiting, interviewing, screening, selecting and managing employee performance. Besides giving you ample information on the basics of HR, this handbook provides you with a toolkit to improve your processes in today’s world and consistently streamline them.

Buy the book here.

3. Who by Geoff Smart and Randy Street

Just like the thoughtful title of the book, co-authors Geoff Smart and Randy Street emphasize the common challenges bigger organizations struggle with—ultimately falling into the trap of unsuccessful hiring.

This New York Times Bestseller emphasizes Smart and Street’s A Method of Hiring and discusses the fundamentals of hiring, which when implemented can give you the hiring success rate of 90%.

The book talks about:

  • Avoiding common vodoo hiring methods
  • Generating the flow of A players
  • Asking the right interview questions

Buy the book here.

4. HR from the outside in: Six competencies for the future of Human Resources by Dave Ulrich, Mike Ulrich & Jon Younger

13 must read books for HR professionals, top books to read, top books for HR, HR books, Best HR books to read, best books for HR professionals, must read books for HR professionals

A top business book with survey data, examples, and stories, HR from the Outside In is brimming with insights for HR leaders. Changing and uncertain business contexts world over require HR professionals to invest in themselves and be equipped with new competencies while attempting to link corporate strategy and HR initiatives. The authors discuss six competencies:

  1. Strategic positioner
  2. Capability builder
  3. Change champion
  4. Technology component
  5. HR innovator and integrator
  6. Credible activist

These competencies will shape the future of HR. “Outside-in means that HR must turn outside business trends and stakeholder expectations into internal actions.” This book is a treasure trove of information to help HR professionals deliver value to employees and organizations and to external stakeholders, such customers, investors, and communities.

Buy the book here.

5. Powerful by Patty McCord

Patty McCord has helped create the Netflix Culture Deck—yes, the same deck that talks about the “no rules” culture. She has been the Chief Talent Officer at Netflix for fourteen years, and share her learnings from Netflix and other companies in the Silicon Valley she worked at.

In the book, McCord argues the age-old corporate HR practices that need to be abolished, and advocates practicing radical honestly. She breaks down the abstract subject “designing workplace culture” into actionable steps.

If you’re someone who is inspired by Netflix’s workplace culture and wants to understand and implement it in your company, then this book is worth a read!

But the book here.

6. Good to great: Why some companies make the leap…and others don’t by Jim Collins

13 must read books for HR professionals, top books to read, top books for HR, HR books, Best HR books to read, best books for HR professionals, must read books for HR professionals

A book that’s surely on every list of must-reads, Good to Great outlines six basic characteristics of companies that moved from good to great — Level 5 Leadership, hiring the right people, disciplined thinking, hedgehog concept or focusing on doing one thing really well, culture of freedom and entrepreneurship within a culture of discipline, sensible technological innovation, and the flywheel concept where success depends on a combination of small steps. Although some might argue that in this book is good or great depends on more quantifiable criteria, Jim Collings still has some amazing insights in this prequel to Built to Last to help HR managers take their teams to the next level. Companies such as Philip Morris, Pitney Bowes, Gillette, Wells Fargo, and Kroger are some of the good-to-great companies the author uses in this book.

Buy the book here.


Conduct accurate coding assessments and hire developers that are right for the job. Find out more.


7. People skills by Robert Bolton

13 must read books for HR professionals, top books to read, top books for HR, HR books, Best HR books to read, best books for HR professionals, must read books for HR professionals

First published in 1979, this communication-skills bible continues to fascinate readers. Robert Bolton, Ph.D., is President of Ridge Consultants, a New York-based consultancy firm that trains companies to have meaningful conversations and improving interpersonal interactions.

Good examples, scenarios, and techniques are used to explain concepts such as effective listening, conflict resolution, and assertiveness to enhance verbal and nonverbal communications in the workplace. An HR professional could even read Daniel Goleman’s Emotional Intelligence along with this and have more than enough tips to overcome all sorts of communication barriers. Many readers have been asking for a shorter revised edition with language and examples more relevant to the 2000s.

Buy the book here.

8. Love’em or lose’em: Getting good people to stay? By Beverly Kaye and Sharon Jordan-Evans

13 must read books for HR professionals, top books to read, top books for HR, HR books, Best HR books to read, best books for HR professionals, must read books for HR professionals

With reports on employee engagement and retention and their impact on organizational performance popping up every few months, a practical book such as this is a must-buy for every HR professional. Kaye and Jordan-Evans discuss 26 strategies to keep employees happy and make them stay.

The concepts may seem obvious but helpful navigation tools, interesting examples, stats, to-do lists, cultural references, and an overall neat execution make this book well worth the effort. For any HR manager or supervisor, employee relationships take up most part of their day and knowing how to effectively manage them is key. A manager self-test called The Retention/Engagement Index (REI) helps the reader navigate to chapters that would be most useful for them. (Also read – Best ways to improve employee engagement and retention)

Buy the book here.

9. Work rules! Insights from inside Google that will transform how you live and lead by Laszlo Bock

13 must read books for HR professionals, top books to read, top books for HR, HR books, Best HR books to read, best books for HR professionals, must read books for HR professionals

Forbes calls it a true masterpiece. And that it is. Under Laszlo Bock, former SVP of People at Google, one of the most innovative companies in the world, was named “the Best Company to Work For more than 30 times.” Drawing on his amazing experience, he chalks out a plan to attract the best talent in 14 chapters. Naturally, every company has its own character and can’t blindly copy Google’s unconventional ops and mission, but it can certainly use some amazing takeaways Bock shares — such as trust and empower employees, be experimental, create a high-freedom workplace, measure effectiveness of managers against outcomes you seek, believe in the power of the crowd, remember that not all perks are costly, and use interesting hiring practices driven by data. This gem of a book on Google’s HR approaches certainly has so many lessons to inspire HR and talent acquisition professionals.

Buy the book here.

10. Drive by Daniel H. Pink

13 must read books for HR professionals, top books to read, top books for HR, HR books, Best HR books to read, best books for HR professionals, must read books for HR professionals

A bestselling author and leading thinker on business and behavior, Daniel H. Pink pens a challenging and provoking book on motivation. Pink says most of what we know about what motivates us is wrong; the traditional carrot-and-stick approach is flawed and could end up doing more harm, such as leading to diminished performance, poor creativity, and unethical behavior, than good.

Using case studies and scientific research to make his case, Pink offers deep insights into an intrinsic and extrinsic motivator and their far-reaching implications in the business environment. In this book, Pink “reveals the three elements of true motivation: Autonomy – the desire to direct our own lives; Mastery – the urge to get better and better at something that matters; Purpose – the yearning to do what we do in the service of something larger than ourselves.” Really valuable lessons on goal setting, rewards, and motivation for an HR manager, right?

Buy the book here.

11. Why employees don’t do what they’re supposed to do and what you can do about it by Ferdinand F Fournies

13 must read books for HR professionals, top books to read, top books for HR, HR books, Best HR books to read, best books for HR professionals, must read books for HR professionals

Surely, every HR professional can relate to the title. Ferdinand Fournies, a former Columbia Graduate School professor and a renowned business management speaker and consultant, bases this book on the responses from 25,000 managers.

He talks about 16 different reasons why employees don’t do what they are expected to do and what managers can do about it to boost employee performance. A quick, easy, and enlightening read, this book outlines a practical framework for preventive management, getting rid of roadblocks via effective communication, and leading change — problems are acknowledged, solutions are mutually agreed upon, and every achievement is reinforced. The revised version also discusses practical aspects of modern workplace trends such as telecommuting, flexi-time, temp workers, and occupational stress and safety.

Definitely, this one’s a must-include in the HR business bookshelf!

Buy the book here.


15 recruiting tools that need to be on your radar for 2020. Get the Free Ebook.


12. Fierce conversations: Achieving success at work and in life, one conversation at a time by Susan Scott

13 must read books for HR professionals, top books to read, top books for HR, HR books, Best HR books to read, best books for HR professionals, must read books for HR professionals

Yet another amazing practical book on the magic powerful communication wields! She says, “While no single conversation is guaranteed to change the trajectory of a career, a business, a marriage, or a life, any single conversation can.” Fierce Conversations, targeted mainly at a business audience, emphasizes the need for tough, authentic conversations to enable growth and gives you seven guiding principles to take away with you.

For some readers, the book may be a tad too long with so many anecdotes, but for most, the book provides incredible action items and models to lead change through richer relationships. For HR people, Scott’s book can be hugely helpful in tackling issues in fast-paced business environments and make deeper connections with people.

Buy the book here.

13. Aligning human resources and business strategy by Linda Holbeche

13 must read books for HR professionals, top books to read, top books for HR, HR books, Best HR books to read, best books for HR professionals, must read books for HR professionals

Based on UK practices, this book has good insights for HR business partners. Dr. Linda Holbeche tells you “how you can strengthen and prove the relationship between people strategy and business success through your approach to performance and development and impress at the highest levels” (from the back cover).

The book is highly recommended for senior HR strategists. It discusses in detail, relying on research and examples, the need for strategic HRM and its hows and whys. The book helps HR better understand its ability to deliver value, align strategy, and influence culture.

Buy the book here.

14. Hiring for attitude by Mark Murphy

13 must read books for HR professionals, top books to read, top books for HR, HR books, Best HR books to read, best books for HR professionals, must read books for HR professionals

Bestselling author Mark Murphy, who is also the founder and CEO of Leadership IQ, says that most organizations have got their hiring approaches wrong because they are typically looking only for people with the right technical competencies. In their study, Leadership IQ found that 46% of the 20,000 new hires tracked over 3 years failed with the first 18 months! They found that coachability, emotional intelligence, motivation, technical competence, and temperament were the top 5 reasons and concluded that “attitude” was the main reason they failed.

In his book, Murphy tells you how to evaluate attitudinal characteristics to identify top performers through tests and sample interview questions, using case studies from companies such as Southwest Airlines and The Four Seasons. An easy, insightful read for all talent acquisition professionals out there!

Buy the book here.

15. The employee experience advantage by Jacob Morgan

13 must read books for HR professionals, top books to read, top books for HR, HR books, Best HR books to read, best books for HR professionals, must read books for HR professionals

Morgan tells you how to win the war for talent by giving employees the workspaces they want, the tools they need, and a culture they can celebrate. He argues that through better employee experiences, companies can address issues related to hiring and retention, customer satisfaction, and innovation. He offers a holistic view of employee experience through examples, data, case studies, and stories to ensure that employees come to work because they “want” to and not because they “have” to. Morgan believes you can achieve this by designing the culture, technology, and physical spaces the right way. To more how to enhance employee engagement, HR professionals should invest in this valuable read today.

Buy the book here.

Which HR management book is on your reading list?

And that’s a wrap! But, we would love to know which book out of these are you reading next. Until then, happy reading and upskilling.

Tech interviews simplified with HackerEarth FaceCode

The all-new FaceCode is the result of extensive customer feedback and tons of engineering hours. This latest addition to our technical recruitment platform allows you to seamlessly conduct remote technical interviews.

What is FaceCode?

FaceCode is an online interviewing platform that lets you conduct remote video interviews to evaluate the programming skills of candidates without compromising on the interviewing experience.

Benefits of using FaceCode for your tech interviews

  • Accurately evaluate a candidate’s coding skills: FaceCode gives you a real-time collaborative code-editor that supports over 30 programming languages such as Java, PHP, JavaScript, Python, Ruby etc. You can give technical questions to candidates and let them write, edit, and compile code in real-time. At the same time you and the other interviewers can view the code in the collaborative editor and suggest improvements or ask for a follow-up questions.
  • Run high-quality video interviews: The product is also optimized for a video-call experience. When you don’t want the candidate to write code but for instance want them to explain an application architecture, you can use full-screen video mode and have a high-quality video call. The improved quality of video streaming enables for a real-time sync between all the participants in the interview.
  • Provide a holistic interview experience with a user-friendly UI/UX: The new UI/UX has been made both intuitive and engaging to makes it easier for interviewers and candidates to interact seamlessly. Encompassing several user-friendly features like the multi-room text chat, the design allows effortless communication between participants.
  • Maintain consistency of interview process across multiple interviewers: FaceCode helps you eliminate the issue of inconsistency in interviews across different interviewes in the organization. You can create a pool of standardized interview questions, add them to your question library and let different interviewers use the same set of questions for their interviews.
  • Easily collect feedback on candidates: We understand that collecting feedback from multiple interviewers can be a challenging task. FaceCode makes it super-easy for you to collect interviewer feedback. At the end of the interview, every interviewer is prompted to give a rating on a 10-point scale and fill in subjective feedback.
  • Better interview management through dashboards: The FaceCode dashboard lets you view interview details for every candidate such as average rating and feedback. It also lets you to copy/share interview links and reschedule ongoing interviews.
  • Keep a track of interviews through activity logs: The interview logs give you a detailed analysis of every interview conducted so you can backtrack and look up information at any point of time.
  • Effortless scheduling: We understand how scheduling interviews can be a pain. With FaceCode, interviews can be scheduled and rescheduled (if necessary) at the click of a button. FaceCode can be integrated with Recruit so that you can directly schedule interviews for candidates who have been screened via an online tests. FaceCode also comes with a Google Calendar integration.

A step-by-step guide to using FaceCode

To help you get started, we have created a step-by-step guide for conducting your first video interview on FaceCode.
  1. Creating a new interview
  2. Interview interface
  3. Adding interviewers
  4. Adding questions to your interview
  5. Providing feedback about the candidate
If you are an admin, log into Recruit to try FaceCode.If you are new here and want to know more about harnessing the power of technology for your recruitment needs, sign up for a 14-day free trial.

With powerful new features and enhancements, now is a great time to start using FaceCode for your remote tech interviews. Have a great day!

On-Demand Webinar

5 ways to improve employee development programs for your organization

“Companies that transform their learning and development organizations are not only able to accelerate skills development but also can dramatically improve employee engagement and retention—one of the biggest challenges cited by this year’s respondents.”- Deloitte University Press’s Human Capital Trends 2015 Survey

In 2015, McLean & company trends survey, Learning & Development topped the list of project spending.

On average, top organizations spend up to 25% of their revenue on Learning & Development (L&D) campaigns.

Learning and development, learning and development in organization, employee development program

It is extremely clear that organizations should focus on L&D.

Workshops, training sessions, and other programs in one or the other form are vital for a growing organization.

Learning and development activities help in acquiring new skills, sharpening existing ones, performing better, boosting teamwork, and finding new leaders in the face of the changing technologies.

L&D, when done correctly, can deeply impact an organization’s productivity, helping improve employee performance and thereby moving north toward the company goals.

Learning and development, learning and development in organization

Benefits of having an employee development programs in an organization

1. For new hires

Learning and development programs are especially important for a new recruit. It should be conducted by existing employees from relevant teams.

This process helps in quick onboarding of the candidate with respect to understanding the work.

It also brings in a sense of inclusion and speeds up the workflow.

2. Tackle shortcomings

Every individual has “areas of improvement” and L&D programs help to overcome these.

An ongoing L&D program helps identify where employees need to put in more effort. With the detailed report, gaps could be mended.

Addressing these shortcomings also helps improve employee performance by amplifying employees’ skills.

3. Become self-driven and more productive

Employees who have been part of learning and development campaign tend to perform better and are more result oriented if given directional training to enhance their productivity.

Learning and development go a long way in improving employees’ existing skills and acquainting them with new technologies.

This brings a sense of independence, and they are driven to understand new skills.

Considering that more than 68% of employees prefer to learn at work, Learning experience platforms help employees learn at their own pace by providing them customized learning paths based on their interest.

Despite all the benefits of L&D, many organizations struggle to convince their employees to take up these programs.

“People inherently do not like taking tests or being assessed unless there is a reward attached to it.”

Unless individuals are self-driven and moderately competitive, they do not take up learning and development drives very sportingly.

Though companies try to attach rewards to these initiatives to lure them, this, in our experience, is not a great motivator for employees to take a test over a weekend or during work hours!

Since we aim to make digital assessments a part of the learning programs in the future, at this point, we should aim at making employees more accepting of tests and the idea behind them.

learning and development, L&D, learning and development in organization

Organizations which have been using employee development programs effectively

  • CyberCoder – Through Associate Recruiter Incubator Program, Cybercoders takes highly driven, educated, and competitive employees and teach them to use technology across various marketplaces.

What you can do – Like many other major organizations, start an incubator program for employees who want to excel. Many companies also collaborate with third-party incubators to facilitate learning and development.

  • AT&T – AT&T in collaboration with Georgia Tech and Udacity developed Online Master of Science in Computer Science degree and launched several fast-paced and nano degrees offering across web development, data analytics, and technology entrepreneurship.

What you can do – Companies across the globe in collaboration with top universities are providing diploma and degrees to their employees.

A tie-up with one such university for executive courses which could be a full-time or evening course. Such courses bring a sense of confidence and trust among employees for the company.

  • Amazon -Amazon conducts an intensive month-long training before an employee is hired on skills which they would be using for their role. A ‘virtual contact center’ enables employees to work from home. Amazon prepays 95% of the fees for any specific course taken.

What you can do – Collaborate with one of many online course providers.

Create a role-specific course which can help candidates have a better understanding of the work they are expected to do.

Ensure it is industry-friendly and helpful in the future.

So, how do other organizations scale their learning and development campaigns and make it a success?

Here are a few pointers to help:

5 points to help your organizations in Learning & Development programs

  • Choose Learning Ambassadors (LAs)

    • Consider nominating LAs.
      • Should be at the same level of seniority as the employees who will be taking these tests
      • Must be top scorers/champs
      • Will act as catalysts for driving it top-down and communicating the pulse of employees from each team

Note: From a psychological perspective, this cannot be driven by HR or business/tech leaders because this creates a barrier in the minds of new learners and a sense of trust might not prevail.

  • Correct and strategic broadcasting

    • These initiatives take quite some time to gain momentum if only an organic method of adoption is used; to counter this, it is advised to broadcast the drives on organization communication channels, create groups, pages
    • Can also be broadcast on big screens in common areas like cafeterias, reception, conference rooms, etc.
  • Make it event-based participation rather than individual participation

    • Organizations implement event-oriented drives rather than individual-oriented drives when it comes to employees at an executive level.
    • It has been observed that this boosts the visibility of any initiative especially if it is test-based.
    • This creates a buzz around helping employees get familiar with new concepts and, also, the perspective is spread by word-of-mouth.
    • For example, a TGIF campaign can be launched for developers where they participate in activity halls and coding bays together. Scores of this campaign can be tied to their main score sheets as usual.
  • Top scorers to be recognized

    • Employees who score top marks in each test or event should be recognized on a public visibility platform or forum.
    • Recognition emails should be sent from top leaders like VPs, CXOs, etc. This boosts the morale and the participation spirit of employees radically over and above getting a fantastic learning score on their appraisal sheet.

How organizations are using HackerEarth for Learning & employee development programs?

In a recent learning and development campaign, a Fortune 500 organization decided to use HackerEarth as a platform to make it a success.

The organization, using the features of the platform, gamified the entire campaign by introducing a multi-player coding test.

The campaign was divided into 4 levels, where each team had to compete with all others on various types of problem statements.

Each problem statement when solved gave a clue to the next stage.

With features support like 35+ programming languages, multilingual support of 4+ spoken languages, plagiarism test, and auto-evaluation, HackerEarth technical recruitment software helps in automating the entire process involved in learning and development.

The dependency on manual intervention reduced, giving participants the freedom to be working in a familiar environment.

The detailed report feature on HackerEarth’s technical recruitment software helped the management access on-the-go information of the progress of each candidate.

The campaign was a major success due to its gamified version and more than 74% of the employees participated with interest.

This is one of many successful L&D campaigns run by top Fortune 500 companies who use HackerEarth software for training and development.

These are a few suggestions to help you give this initiative a good degree of reinforcement.

I understand there may be a need to further review and discuss each of these internally.

But a quick call with the HackerEarth team would help you understand the product better and how best to use it.


Object detection for self-driving cars

Object Detection on Sample Test Image

We will use the trained model to predict the respective classes and the corresponding bounding boxes on a sample of images. The function 'draw' runs a tensorflow session and calculates the confidence scores, bounding box coordinates and the output class probabilities for the given sample image. Finally, it computes the xmin, xmax, ymin, ymax

3 Ways For Recruiters To Deal With Professional Ghosting By Candidates

Finally. After months of searching for the perfect candidate, you’ve won the lottery. It seems like it anyway.

You walk into work with a spring in your step.

Just when you think life is looking up, you notice an insistent buzz.

It’s the team lead on the phone wondering where the newbie is. You try reaching the candidate, but you can’t.

All your frantic attempts have hit a brick wall.

Guess what? You’ve been “professionally” ghosted.

When a candidate disappears into thin air

Have you gone through professional ghosting by candidates?

For years companies have ghosted candidates. The tables have turned now and the harsh truth is that it is a candidate’s market.

The lack of professional courtesy is obviously frustrating, yet, not surprising anymore, because it’s all in a day’s work for a recruiter in today’s time.

— Jamini Pulyadath, Talent Acquisition Manager, HackerEarth

Could it be payback? Or plain bad manners? Was it a nicer way to avoid the awkwardness that accompanies refusal? Whatever the reason, ghosting has become a common phenomenon in the job market.

Professional ghosting by candidates occurs when that candidate goes incommunicado abruptly with no explanation. This is particularly harrowing for recruiters who have spent months trying to get the right person for a role.

They are gutted when their purple unicorns go AWOL. From wondering if a spaceship has beamed up a candidate to hoping that no unforeseen accident has befallen the candidate, recruiters are in a frenzy trying to make contact.

It isn’t that no-shows and last-minute refusals are new for a hiring team.

When a candidate doesn’t respond to the final job offer post interviews or show up on the first day of work or reply to urgent emails during the hiring process, you can kiss your incentives goodbye.

However, let’s see how getting ghosted after candidate interviews (or after multiple interviews) or accepting a job offer is truly a recruiter’s biggest nightmare.

Why are you getting professionally ghosted?

I think ghosting is a failure of the process: not setting the tone and expectations and not understanding your candidate. If you ask beforehand where are you in the process with other companies and your candidate is in final rounds or in offer negotiations when your candidate ghosts you, you might think it was the role, but, in actuality, it was another offer.

—Eileen Hennessey, Head of US HR Operations at LexInsight

#1 Job seekers don’t like to be ghosted either

Most have been at the receiving end at one time or another. They’ve spent several nail-biting moments waiting for that call or that email from a hirer.

To be harsh, the companies brought this upon themselves. Could they have been more respectful or transparent when turning down employees?

Look at this poorly worded rejection email a candidate shared on Twitter.

Poor rejection emails lead to professional ghosting by candidates

No wonder dejected employees feel strongly about the apathy and lack of courtesy HR managers show when rejecting a candidate.

Pro tip:

Recruiters could take solace in the fact that such behavior doesn’t bode well for a healthy employer-employee relationship in the future had the candidate shown up. Remember that it pays to be courteous even if your candidate decides to call you after a few days.


Also read: 5 Reasons For Bad Candidate Experience In Tech Interviews


#1 Job applicants don’t particularly like to disappoint recruiters

Often, people avoid picking up calls when they are sure the conversation is likely to be uncomfortable

Refusing a job offer at the nth minute is unprofessional (without good reason), and they know it.

Pro tip:

Recruiters could just file it away like a bad experience and get back on the hunt and hope for success.

#3 Ghosters have poor etiquette

They have no further use for you — they got a better offer, or they heard scary things about your company, or they simply changed their mind because they didn’t like your recruiting approach.

They are neither courteous enough nor smart enough to offer excuses and not burn bridges.

Pro tip:

Recruiters should consider it an example of good riddance to bad rubbish. Or, hirers could just give them the benefit of the doubt and move on. More importantly, it could be time to change your hiring process.

3 ways to respond to professional ghosting by candidates

#1 Pay attention to the candidate experience

Candidate experience, which must be optimized at every stage of the recruiting funnel, is directly linked to recruitment performance. Indeed, a recent report by Appcast shows that a whopping 92% of candidates are put off by and do not complete filling out long-drawn-out online job applications.

Next would be to identify where and why the candidate has abandoned you (candidates start the application process but don’t complete it; they don’t respond to calls or show up at interviews; they reject the offer at the last minute or become a no-show.)

Additionally, what recruiters could also do to avoid professional ghosting by candidates is:

  • Decrease the time taken for a candidate to go from an interview to an offer
  • Ensure the application process is easy and straightforward
  • Make sure your evaluation process is free from unconscious bias
  • Set firm deadlines for every step of the hiring process
  • Find ways to improve candidate engagement and build a better relationship with your candidates
  • Use automated talent assessment tools or a blind hiring approach to create a positive candidate experience
  • Optimize your application process for mobile devices
  • Invest in a candidate engagement platform to drastically reduce the application abandonment rate.
  • Send timely updates and provide constructive feedback to all your candidates, even the ones that were not selected

All the above steps might prevent a no-show on the first day. At the end of the day, doing your bit to keep candidates engaged throughout is what’s in your hands. The rest is up to fate.


Also read: 6 Must-Track Candidate Experience Metrics To Hire Better


How FaceCode Can Help Improve Your Candidate Experience | FREE EBOOK

#2 Do to others as you would have them do to you

There is no excuse for blatant disregard. Sometimes, recruiters get ghosted because they have at some point in time or the other failed to respond to candidates after an interview.

These disappointed candidates (who are your customers as well and could affect sales even) would have spoken to other potential hires about their bad experiences.

As a direct result of that, your employer branding will take a hit and soon enough, no candidate wants to apply for your company.

Bad experiences are long-lasting and widely shared. Looks like it pays to be nice, doesn’t it?

It really is a small world; let candidates know when they don’t make the cut and why in time.

  • Treat people the way you would like to be treated
  • Be professional and communicative, and you may see fewer candidates ghosting you
  • Timely, personalized communication is linked to a positive impression after all
  • The best way to reject candidates is by calling them. Be kind with your comments

#3 Ask the right questions and watch for warning signals

Recruiters should remember to ask candidates about counteroffers, their aspirations, what motivates them, and what concerns they may have about showing up for the interview or signing on the dotted line

  • Set expectations right from the onset
  • Be upfront and clear about every step in your recruitment process
  • Give your candidate a real glimpse into your company
  • Keep the line of communication open and be personable

Some red flags to look out for would be: candidates who are not that interested in learning about the role, the company, or your role within the organization, and candidates who state they are in the final stages with other companies already.

What to do when a candidate ghosts you?

It’s the day of the scheduled interview, and you’re waiting… but the candidate never shows up. No email, no call. They’ve vanished without a trace, leaving you with an empty slot in your calendar and a myriad of questions.

We pray this never happens to you but if it does, here are some tips that may come in handy:

  • Don’t take it personally. It’s easy to feel slighted when a candidate ghosts you, but it’s important to remember that it’s not always personal. There may be a legitimate reason why they couldn’t make it to the interview, such as an illness, a family emergency, or a car accident.
  • Try to reach out to the candidate. If you haven’t heard from the candidate after a few days, try reaching out to them via email or phone. Be polite and professional, and let them know that you’re still interested in learning more about their qualifications and experience.
  • If the candidate doesn’t respond, move on. There’s no point in wasting your time on a candidate who isn’t serious about the job. If the candidate doesn’t respond to your follow-up attempts, move on to the next candidate on your list.
  • Update your hiring process. If you’re finding that you’re being ghosted by a lot of candidates, it may be time to update your hiring process. Make sure that your job postings are clear and concise, and that your interview process is efficient and respectful of candidates’ time.
  • Don’t burn bridges. Even if a candidate ghosts you, it’s important to be professional and courteous. You never know when you might cross paths with them again. If they reach out to you in the future, consider giving them a second chance.

Here are some additional tips that may help you avoid being ghosted by candidates:

  • Be responsive to candidates’ inquiries. When a candidate reaches out to you, be sure to respond promptly. This shows that you’re interested in their candidacy and that you respect their time.
  • Be transparent about the hiring process. Let candidates know what to expect during the hiring process, including how long it will take and what steps they can expect. This will help to set expectations and reduce the chances of candidates getting frustrated and giving up.
  • Be flexible with scheduling. Try to accommodate candidates’ scheduling needs as much as possible. This will make it easier for them to schedule time for the interview and reduce the chances of them having to cancel or reschedule.
  • Be respectful of candidates’ time. Keep interviews on time and avoid asking unnecessary questions. This will show candidates that you value their time and that you’re serious about the hiring process.

By following these tips, you can reduce the chances of being ghosted by candidates and improve your overall hiring experience.

We can’t always be “ghost” riders!

Within a candidate-driven market, it has become increasingly important to have always your plan B ready to go as more candidates attempt to withdraw after they’ve formally accepted your job offer.

You can never be 100% sure if a candidate will actually join, until their first day in the office. Offering the best candidate experience from A to Z throughout the entire hiring process is all you can do to attract talent for your company.

—Jesse, a corporate recruiter in the European fashion industry.

In many parts of the world, you can see that hiring is often tricky because it is a candidate-driven market. There are more white-collar workers refusing to turn up for interviews or work than before.

That being case, recruiters have to plot their strategy carefully, ensuring that the candidate has a great experience at every step, and you are in no danger of ending up with a non-starter.

Have you had similar experiences? Do tell us.

Introduction to Object Detection

Humans can easily detect and identify objects present in an image. The human visual system is fast and accurate and can perform complex tasks like identifying multiple objects and detect obstacles with little conscious thought. With the availability of large amounts of data, faster GPUs, and better algorithms, we can now easily train computers to detect and classify multiple objects within an image with high accuracy. In this blog, we will explore terms such as object detection, object localization, loss function for object detection and localization, and finally explore an object detection algorithm known as “You only look once” (YOLO).

Object Localization

An image classification or image recognition model simply detect the probability of an object in an image. In contrast to this, object localization refers to identifying the location of an object in the image. An object localization algorithm will output the coordinates of the location of an object with respect to the image. In computer vision, the most popular way to localize an object in an image is to represent its location with the help of bounding boxes. Fig. 1 shows an example of a bounding box.

bounding box, object detection, localization, self driving cars, computer vision, deep learning, classfication
Fig 1. Bounding box representation used for object localization

A bounding box can be initialized using the following parameters:

  • bx, by : coordinates of the center of the bounding box
  • bw : width of the bounding box w.r.t the image width
  • bh : height of the bounding box w.r.t the image height

Defining the target variable

The target variable for a multi-class image classification problem is defined as:

Loss Function

Since we have defined both the target variable and the loss function, we can now use neural networks to both classify and localize objects.

Machine learning challenge, ML challenge

Object Detection

An approach to building an object detection is to first build a classifier that can classify closely cropped images of an object. Fig 2. shows an example of such a model, where a model is trained on a dataset of closely cropped images of a car and the model predicts the probability of an image being a car.

object detection, localization, self driving cars, computer vision, deep learning, classification
Fig 2. Image classification of cars

Now, we can use this model to detect cars using a sliding window mechanism. In a sliding window mechanism, we use a sliding window (similar to the one used in convolutional networks) and crop a part of the image in each slide. The size of the crop is the same as the size of the sliding window. Each cropped image is then passed to a ConvNet model (similar to the one shown in Fig 2.), which in turn predicts the probability of the cropped image is a car.

Fig 3. Sliding windows mechanism

After running the sliding window through the whole image, we resize the sliding window and run it again over the image again. We repeat this process multiple times. Since we crop through a number of images and pass it through the ConvNet, this approach is both computationally expensive and time-consuming, making the whole process really slow. Convolutional implementation of the sliding window helps resolve this problem.

Convolutional implementation of sliding windows

Before we discuss the implementation of the sliding window using convents, let’s analyze how we can convert the fully connected layers of the network into convolutional layers. Fig. 4 shows a simple convolutional network with two fully connected layers each of shape (400, ).

convolutional sliding window, sliding window, 1d convolution, yolo, object detection
Fig 4. Sliding windows mechanism

A fully connected layer can be converted to a convolutional layer with the help of a 1D convolutional layer. The width and height of this layer are equal to one and the number of filters are equal to the shape of the fully connected layer. An example of this is shown in Fig 5.

full connected layer to 1d convolution, 1 d convolution, full connected layers, dense layers
Fig 5. Converting a fully connected layer into a convolutional layer

We can apply this concept of conversion of a fully connected layer into a convolutional layer to the model by replacing the fully connected layer with a 1-D convolutional layer. The number of the filters of the 1D convolutional layer is equal to the shape of the fully connected layer. This representation is shown in Fig 6. Also, the output softmax layer is also a convolutional layer of shape (1, 1, 4), where 4 is the number of classes to predict.

full convolutional networks , converting dense layers to convolutional layers, computer vision, object detection, object localization
Fig 6. Convolutional representation of fully connected layers.

Now, let’s extend the above approach to implement a convolutional version of sliding window. First, let’s consider the ConvNet that we have trained to be in the following representation (no fully connected layers).

object detection, localization, self driving cars, computer vision, deep learning, classification

Let’s assume the size of the input image to be 16× 16× 3. If we’re to use a sliding window approach, then we would have passed this image to the above ConvNet four times, where each time the sliding window crops a part of the input image of size 14× 14× 3 and pass it through the ConvNet. But instead of this, we feed the full image (with shape 16× 16 × 3) directly into the trained ConvNet (see Fig. 7). This results in an output matrix of shape 2 × 2 × 4. Each cell in the output matrix represents the result of a possible crop and the classified value of the cropped image. For example, the left cell of the output (the green one) in Fig. 7 represents the result of the first sliding window. The other cells represent the results of the remaining sliding window operations.

Convolutional sliding window, fully convolutional network, sliding window, object detection, object localization, yolo, rcnn, computer vision, perception, self driving cars
Fig 7. Convolutional implementation of the sliding window

Note that the stride of the sliding window is decided by the number of filters used in the Max Pool layer. In the example above, the Max Pool layer has two filters, and as a result, the sliding window moves with a stride of two resulting in four possible outputs. The main advantage of using this technique is that the sliding window runs and computes all values simultaneously. Consequently, this technique is really fast. Although a weakness of this technique is that the position of the bounding boxes is not very accurate.

The YOLO (You Only Look Once) Algorithm

A better algorithm that tackles the issue of predicting accurate bounding boxes while using the convolutional sliding window technique is the YOLO algorithm. YOLO stands for you only look once and was developed in 2015 by Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi. It’s popular because it achieves high accuracy while running in real time. This algorithm is called so because it requires only one forward propagation pass through the network to make the predictions.

The algorithm divides the image into grids and runs the image classification and localization algorithm (discussed under object localization) on each of the grid cells. For example, we have an input image of size 256 × 256. We place a 3× 3 grid on the image (see Fig. 8).

YOLO algorithm, you only look once, Joseph Redmon, Computer vision, pattern recognition, Real time object detection
Fig. 8 Grid (3 x 3) representation of the image

Next, we apply the image classification and localization algorithm on each grid cell. For each grid cell, the target variable is defined as

Do everything once with the convolution sliding window. Since the shape of the target variable for each grid cell is 1 × 9 and there are 9 (3 × 3) grid cells, the final output of the model will be:

YOLO algorithm, you only look once, Joseph Redmon, Computer vision, pattern recognition, Real time object detection

The advantages of the YOLO algorithm is that it is very fast and predicts much more accurate bounding boxes. Also, in practice to get more accurate predictions, we use a much finer grid, say 19 × 19, in which case the target output is of the shape 19 × 19 × 9.

Conclusion

With this, we come to the end of the introduction to object detection. We now have a better understanding of how we can localize objects while classifying them in an image. We also learned to combine the concept of classification and localization with the convolutional implementation of the sliding window to build an object detection system. In the next blog, we will go deeper into the YOLO algorithm, loss function used, and implement some ideas that make the YOLO algorithm better. Also, we will learn to implement the YOLO algorithm in real time.

Have anything to say? Feel free to comment below for any questions, suggestions, and discussions related to this article. Till then, keep hacking with HackerEarth.

In the Spotlight

Technical Screening Guide: All You Need To Know

Read this guide and learn how you can establish a less frustrating developer hiring workflow for both hiring teams and candidates.
Read More
Mobile Left Background Image

Can we stay in touch?

We’d love to give you a free walkthrough of HackerEarth, so consider scheduling a free demo.
Get a free demoMobile Right Background Image
Authors

Meet our Authors

Get to know the experts behind our content. From industry leaders to tech enthusiasts, our authors share valuable insights, trends, and expertise to keep you informed and inspired.
Ruehie Jaiya Karri
Kumari Trishya

AI In Recruitment: The Good, The Bad, The Ugly

Artificial Intelligence (AI) has permeated virtually every industry, transforming operations and interactions. The tech recruitment sector is no exception, and AI’s influence shapes the hiring processes in revolutionary ways. From leveraging AI-powered chatbots for preliminary candidate screenings to deploying machine learning algorithms for efficient resume parsing, AI leaves an indelible mark on tech hiring practices.

Yet, amidst these promising advancements, we must acknowledge the other side of the coin: AI’s potential malpractices, including the likelihood of cheating on assessments, issues around data privacy, and the risk of bias against minority groups.

The dark side of AI in tech recruitment

Negative impact of AI

The introduction of AI in recruitment, while presenting significant opportunities, also brings with it certain drawbacks and vulnerabilities. Sophisticated technologies could enable candidates to cheat on assessments, misrepresent abilities and potential hiring mistakes. This could lead to hiring candidates with falsifying skills or qualifications, which can cause a series of negative effects like:

  • Reduced work quality: The work output might be sub-par if a candidate doesn’t genuinely possess the abilities they claimed to have.
  • Team disruptions: Other team members may have to pick up the slack, leading to resentment and decreased morale.
  • Rehiring costs: You might have to let go of such hires, resulting in additional costs for replacement.

Data privacy is another critical concern

Your company could be left exposed to significant risks if your AI recruiting software is not robust enough to protect sensitive employee information. The implications for an organization with insufficient data security could be severe such as:

  • Reputational damage: Breaches of sensitive employee data can damage your company’s reputation, making it harder to attract clients and talented employees in the future.
  • Legal consequences: Depending on the jurisdiction, you could face legal penalties, including hefty fines, for failing to protect sensitive data adequately.
  • Loss of trust: A data breach could undermine employee trust in your organization, leading to decreased morale and productivity.
  • Financial costs: Besides potential legal penalties, companies could also face direct financial losses from a data breach, including the costs of investigation, recovery, and measures to prevent future breaches.
  • Operational disruption: Depending on the extent of the breach, normal business operations could be disrupted, causing additional financial losses and damage to the organization’s reputation.

Let’s talk about the potential for bias in AI recruiting software

Perhaps the most critical issue of all is the potential for unconscious bias. The potential for bias in AI recruiting software stems from the fact that these systems learn from the data they are trained on. If the training data contains biases – for example, if it reflects a history of preferentially hiring individuals of a certain age, gender, or ethnicity – the AI system can learn and replicate these biases.

Even with unbiased data, if the AI’s algorithms are not designed to account for bias, they can inadvertently create it. For instance, a hiring algorithm that prioritizes candidates with more years of experience may inadvertently discriminate against younger candidates or those who have taken career breaks, such as for child-rearing or health reasons.

This replication and possible amplification of human prejudices can result in discriminatory hiring practices. If your organization’s AI-enabled hiring system is found to be biased, you could face legal action, fines, and penalties. Diversity is proven to enhance creativity, problem-solving, and decision-making. In contrast, bias in hiring can lead to a homogenous workforce, so its absence would likely result in a less innovative and less competitive organization.

Also read: What We Learnt From Target’s Diversity And Inclusion Strategy

When used correctly, AI in recruitment can take your hiring to the next level

How to use AI during hiring freeze

How do you evaluate the appropriateness of using AI in hiring for your organization? Here are some strategies for navigating the AI revolution in HR. These steps include building support for AI adoption, identifying HR functions that can be integrated with AI, avoiding potential pitfalls of AI use in HR, collaborating with IT leaders, and so on.

Despite certain challenges, AI can significantly enhance tech recruitment processes when used effectively. AI-based recruitment tools can automate many manual recruiting tasks, such as resume screening and interview scheduling, freeing up time for recruiters to focus on more complex tasks. Furthermore, AI can improve the candidate’s experience by providing quick responses and personalized communications. The outcome is a more efficient, candidate-friendly process, which could lead to higher-quality hires.

Let’s look at several transformational possibilities chatbots can bring to human capital management for candidates and hiring teams. This includes automation and simplifying various tasks across domains such as recruiting, onboarding, core HR, absence management, benefits, performance management, and employee self-service resulting in the following:

For recruiters:

  • Improved efficiency and productivity: Chatbots can handle routine tasks like responding to common inquiries or arranging interviews. Thereby, providing you with more time to concentrate on tasks of strategic importance.
  • Enhanced candidate experience: With their ability to provide immediate responses, chatbots can make the application process more engaging and user-friendly.
  • Data and insights: Chatbots can collect and analyze data from your interactions with candidates. And provide valuable insights into candidate preferences and behavior.
  • Improved compliance: By consistently following predefined rules and guidelines, chatbots can help ensure that hiring processes are fair and compliant with relevant laws and regulations.
  • Cost saving: By automating routine tasks for recruiters, chatbots can help reduce the labor costs associated with hiring.

Also read: 5 Steps To Create A Remote-First Candidate Experience In Recruitment

How FaceCode Can Help Improve Your Candidate Experience | AI in recruitment

For candidates:

Additionally, candidates can leverage these AI-powered chatbots in a dialog flow manner to carry out various tasks. These tasks include the following:

  • Personalized greetings: By using a candidate’s name and other personal information, chatbots can create a friendly, personalized experience.
  • Job search: They can help candidates search for jobs based on specific criteria.
  • Create a candidate profile: These AI-powered chatbots can guide candidates through the process of creating a profile. Thus, making it easier for them to apply for jobs.
  • Upload resume: Chatbots can instruct candidates on uploading their resume, eliminating potential confusion.
  • Apply for a job: They can streamline the application process, making it easier and faster for candidates to apply for jobs.
  • Check application status: Chatbots can provide real-time updates on a candidate’s application status.
  • Schedule interviews: They can match candidate and interviewer availability to schedule interviews, simplifying the process.

For hiring managers:

These can also be utilized by your tech hiring teams for various purposes, such as:

  • Create requisition: Chatbots can guide hiring managers through the process of creating a job requisition.
  • Create offers: They can assist in generating job offers, ensuring all necessary information is included.
  • Access requisition and offers: Using chatbots can provide hiring managers with easy access to job requisitions and offers.
  • Check on onboarding tasks: Chatbots can help track onboarding tasks, ensuring nothing is missed.

Other AI recruiting technologies can also enhance the hiring process for candidates and hiring teams in the following ways:

For candidates:

  1. Tailor-made resumes and cover letters using generative AI: Generative AI can help candidates create custom resumes and cover letters, increasing their chances of standing out.
  2. Simplifying the application process: AI-powered recruiting tools can simplify the application process, allowing candidates to apply for jobs with just a few clicks.
  3. Provide similar job recommendations: AI can analyze candidates’ skills, experiences, and preferences to recommend similar jobs they might be interested in.

For recruiters:

  • Find the best candidate: AI algorithms can analyze large amounts of data to help you identify the candidates most likely to succeed in a given role.
  • Extract key skills from candidate job applications: Save a significant amount of time and effort by using AI-based recruiting software to quickly analyze job applications to identify key skills, thereby, speeding up the screening process.
  • Take feedback from rejected candidates & share similar job recommendations: AI can collect feedback from rejected candidates for you to improve future hiring processes and recommend other suitable roles to the candidate.

These enhancements not only streamline the hiring process but also improve the quality of hires, reduce hiring biases, and improve the experience for everyone involved. The use of AI in hiring can indeed take it to the next level.

Where is AI in recruitment headed?

AI can dramatically reshape the recruitment landscape with the following key advancements:

1. Blockchain-based background verification:

Blockchain technology, renowned for its secure, transparent, and immutable nature, can revolutionize background checks. This process which can take anywhere from between a day to several weeks today for a single recruiter to do can be completed within a few clicks resulting in:

  • Streamlined screening process: Blockchain can store, manage, and share candidates’ credentials and work histories. Thereby speeding up the verification and screening process. This approach eliminates the need for manual background checks. And leads to freeing up a good amount of time for you to focus on more important tasks.
  • Enhanced trust and transparency: With blockchain, candidates, and employers can trust the validity of the information shared due to the nature of the technology. The cryptographic protection of blockchain ensures the data is tamper-proof, and decentralization provides transparency.
  • Improved data accuracy and reliability: Since the blockchain ledger is immutable, it enhances the accuracy and reliability of the data stored. This can minimize the risks associated with false information on candidates’ resumes.
  • Faster onboarding: A swift and reliable verification process means candidates can be onboarded more quickly. Thereby, improving the candidate experience and reducing the time-to-hire.
  • Expanded talent pool: With blockchain, it’s easier and quicker to verify the credentials of candidates globally, thereby widening the potential talent pool.

2. Immersive experiences using virtual reality (VR):

VR can provide immersive experiences that enhance various aspects of the tech recruitment process:

  • Interactive job previews: VR can allow potential candidates to virtually “experience” a day i.e., life at your company. This provides a more accurate and engaging job preview than traditional job descriptions.
  • Virtual interviews and assessments: You can use VR to conduct virtual interviews or assessments. You can also evaluate candidates in a more interactive and immersive setting. This can be particularly useful for roles that require specific spatial or technical skills.
  • Virtual onboarding programs: New hires can take a virtual tour of the office, meet their colleagues, and get acquainted with their tasks, all before their first day. This can significantly enhance the onboarding experience and help new hires feel more prepared.
  • Immersive learning experiences: VR can provide realistic, immersive learning experiences for job-specific training or to enhance soft skills. These could be used during the recruitment process or for ongoing employee development.

Also read: 6 Strategies To Enhance Candidate Engagement In Tech Hiring (+ 3 Unique Examples)

AI + Recruiters: It’s all about the balance!

To summarize, AI in recruitment is a double-edged sword, carrying both promise and potential problems. The key lies in how recruiters use this technology, leveraging its benefits while vigilantly managing its risks. AI isn’t likely to replace recruiters or HR teams in the near future. Instead, you should leverage this tool to positively impact the entire hiring lifecycle.

With the right balance and careful management, AI can streamline hiring processes. It can create better candidate experiences, and ultimately lead to better recruitment decisions. Recruiters should continually experiment with and explore generative AI. To devise creative solutions, resulting in more successful hiring and the perfect fit for every open role.

Looking For A Mettl Alternative? Let’s Talk About HackerEarth

“Every hire is an investment for a company. A good hire will give you a higher ROI; if it is a bad hire, it will cost you a lot of time and money.”

Especially in tech hiring!

An effective tech recruitment process helps you attract the best talents, reduce hiring costs, and enhance company culture and reputation.

Businesses increasingly depend on technical knowledge to compete in today’s fast-paced, technologically driven world. Online platforms that provide technical recruiting solutions have popped up to assist companies in finding and employing top talent in response to this demand.

The two most well-known platforms in this field are HackerEarth and Mettl. To help businesses make wise choices for their technical employment requirements, we will compare these two platforms’ features, benefits, and limitations in this article.

This comparison of Mettl alternative, HackerEarth and Mettl itself, will offer helpful information to help you make the best decision, whether you’re a small company trying to expand your tech staff or a massive organization needing a simplified recruiting process.

HackerEarth

HackerEarth is based in San Francisco, USA, and offers enterprise software to aid companies with technical recruitment. Its services include remote video interviewing and technical skill assessments that are commonly used by organizations.

HackerEarth also provides a platform for developers to participate in coding challenges and hackathons. In addition, it provides tools for technical hiring such as coding tests, online interviews, and applicant management features. The hiring solutions provided by HackerEarth aid companies assess potential employees’ technical aptitude and select the best applicants for their specialized positions.

Mettl

Mettl, on the other hand, offers a range of assessment solutions for various industries, including IT, banking, healthcare, and retail. It provides online tests for coding, linguistic ability, and cognitive skills. The tests offered by Mettl assist employers find the best applicants for open positions and make data-driven recruiting choices. Additionally, Mettl provides solutions for personnel management and staff training and development.

Why should you go for HackerEarth over Mercer Mettl?

Here's why HackerEarth is a great Mettl Alternative!

Because HackerEarth makes technical recruiting easy and fast, you must consider HackerEarth for technical competence evaluations and remote video interviews. It goes above and beyond to provide you with a full range of functions and guarantee the effectiveness of the questions in the database. Moreover, it is user-friendly and offers fantastic testing opportunities.

The coding assessments by HackerEarth guarantee the lowest time consumption and maximum efficiency. It provides a question bank of more than 17,000 coding-related questions and automated test development so that you can choose test questions as per the job role.

As a tech recruiter, you may need a clear understanding of a candidate’s skills. With HackerEarth’s code replay capability and insight-rich reporting on a developer’s performance, you can hire the right resource for your company.

Additionally, HackerEarth provides a more in-depth examination of your recruiting process so you can continuously enhance your coding exams and develop a hiring procedure that leads the industry.

HackerEarth and Mercer Mettl are the two well-known online tech assessment platforms that provide tools for managing and performing online examinations. We will examine the major areas where HackerEarth outperforms Mettl, thereby proving to be a great alternative to Mettl, in this comparison.

Also read: What Makes HackerEarth The Tech Behind Great Tech Teams

HackerEarth Vs Mettl

Features and functionality

HackerEarth believes in upgrading itself and providing the most effortless navigation and solutions to recruiters and candidates.

HackerEarth provides various tools and capabilities to create and administer online tests, such as programming tests, multiple-choice questions, coding challenges, and more. The software also has remote proctoring, automatic evaluation, and plagiarism detection tools (like detecting the use of ChatGPT in coding assessments). On the other side, Mettl offers comparable functionality but has restricted capabilities for coding challenges and evaluations.

Test creation and administration

HackerEarth: It has a user-friendly interface that is simple to use and navigate. It makes it easy for recruiters to handle evaluations without zero technical know-how. The HackerEarth coding platform is also quite flexible and offers a variety of pre-built exams, including coding tests, aptitude tests, and domain-specific examinations. It has a rich library of 17,000+ questions across 900+ skills, which is fully accessible by the hiring team. Additionally, it allows you to create custom questions yourself or use the available question libraries.

Also read: How To Create An Automated Assessment With HackerEarth

Mettl: It can be challenging for a hiring manager to use Mettl efficiently since Mettl provides limited assessment and question libraries. Also, their team creates the test for them rather than giving access to hiring managers. This results in a higher turnaround time and reduces test customization possibilities since the request has to go back to the team, they have to make the changes, and so forth.

Reporting and analytics

HackerEarth: You may assess applicant performance and pinpoint areas for improvement with the help of HackerEarth’s full reporting and analytics tools. Its personalized dashboards, visualizations, and data exports simplify evaluating assessment results and real-time insights.

Most importantly, HackerEarth includes code quality scores in candidate performance reports, which lets you get a deeper insight into a candidate’s capabilities and make the correct hiring decision. Additionally, HackerEarth provides a health score index for each question in the library to help you add more accuracy to your assessments. The health score is based on parameters like degree of difficulty, choice of the programming language used, number of attempts over the past year, and so on.

Mettl: Mettl online assessment tool provides reporting and analytics. However, there may be only a few customization choices available. Also, Mettle does not provide code quality assurance which means hiring managers have to check the whole code manually. There is no option to leverage question-based analytics and Mettl does not include a health score index for its question library.

Adopting this platform may be challenging if you want highly customized reporting and analytics solutions.

Also read: HackerEarth Assessments + The Smart Browser: Formula For Bulletproof Tech Hiring

Security and data privacy

HackerEarth: The security and privacy of user data are top priorities at HackerEarth. The platform protects data in transit and at rest using industry-standard encryption. Additionally, all user data is kept in secure, constantly monitored data centers with stringent access controls.

Along with these security measures, HackerEarth also provides IP limitations, role-based access controls, and multi-factor authentication. These features ensure that all activity is recorded and audited and that only authorized users can access sensitive data.

HackerEarth complies with several data privacy laws, such as GDPR and CCPA. The protection of candidate data is ensured by this compliance, which also enables businesses to fulfill their legal and regulatory responsibilities.

Mettl: The security and data privacy features of Mettl might not be as strong as those of HackerEarth. The platform does not provide the same selection of security measures, such as IP limitations or multi-factor authentication. Although the business asserts that it complies with GDPR and other laws, it cannot offer the same amount of accountability and transparency as other platforms.

Even though both HackerEarth and Mettl include security and data privacy measures, the Mettle alternative, HackerEarth’s platform is made to be more thorough, open, and legal. By doing this, businesses can better guarantee candidate data’s security and ability to fulfill legal and regulatory requirements.

Pricing and support

HackerEarth: To meet the demands of businesses of all sizes, HackerEarth offers a variety of customizable pricing options. The platform provides yearly and multi-year contracts in addition to a pay-as-you-go basis. You can select the price plan that best suits their demands regarding employment and budget.

HackerEarth offers chat customer support around the clock. The platform also provides a thorough knowledge base and documentation to assist users in getting started and troubleshooting problems.

Mettl: The lack of price information on Mettl’s website might make it challenging for businesses to decide whether the platform fits their budget. The organization also does not have a pay-as-you-go option, which might be problematic.

Mettl offers phone and emails customer assistance. However, the business website lacks information on support availability or response times. This lack of transparency may be an issue if you need prompt and efficient help.

User experience

HackerEarth: The interface on HackerEarth is designed to be simple for both recruiters and job seekers. As a result of the platform’s numerous adjustable choices for test creation and administration, you may design exams specifically suited to a job role. Additionally, the platform provides a selection of question types and test templates, making it simple to build and take exams effectively.

In terms of the candidate experience, HackerEarth provides a user-friendly interface that makes navigating the testing procedure straightforward and intuitive for applicants. As a result of the platform’s real-time feedback and scoring, applicants may feel more motivated and engaged during the testing process. The platform also provides several customization choices, like branding and message, which may assist recruiters in giving prospects a more exciting and tailored experience.

Mettl: The platform is intended to have a steeper learning curve than others and be more technical. It makes it challenging to rapidly and effectively construct exams and can be difficult for applicants unfamiliar with the platform due to its complex interface.

Additionally, Mettl does not provide real-time feedback or scoring, which might deter applicants from participating and being motivated by the testing process.

Also read: 6 Strategies To Enhance Candidate Engagement In Tech Hiring (+ 3 Unique Examples)

User reviews and feedback

According to G2, HackerEarth and Mettl have 4.4 reviews out of 5. Users have also applauded HackerEarth’s customer service. Many agree that the staff members are friendly and quick to respond to any problems or queries. Overall, customer evaluations and feedback for HackerEarth point to the platform as simple to use. Both recruiters and applicants find it efficient.

Mettl has received mixed reviews from users, with some praising the platform for its features and functionality and others expressing frustration with its complex and technical interface.

Free ebook to help you choose between Mettl and Mettle alternative, HackerEarth

May the best “brand” win!

Recruiting and selecting the ideal candidate demands a significant investment of time, attention, and effort.

This is where tech recruiting platforms like HackerEarth and Mettl have got you covered. They help streamline the whole process.Both HackerEarth and Mettl provide a wide variety of advanced features and capabilities for tech hiring.

We think HackerEarth is the superior choice. Especially, when contrasting the two platforms in terms of their salient characteristics and functioning. But, we may be biased!

So don’t take our word for it. Sign up for a free trial and check out HackerEarth’s offerings for yourself!

HackerEarth Assessments + The Smart Browser: Formula For Bulletproof Tech Hiring

Let’s face it—cheating on tests is quite common. While technology has made a lot of things easier in tech recruiting, it has also left the field wide open to malpractice. A 2020 report by ICAI shows that 32% of undergraduate students have cheated in some form on an online test.

It’s human nature to want to bend the rules a little bit. Which begs the question, how do you stay on top of cheating, plagiarism, and other forms of malpractice during the assessment process?

How do you ensure that take-home assessments and remote interviews stay authentic and credible? By relying on enhanced virtual supervision, of course!

HackerEarth Assessments has always been one step ahead when it comes to remote proctoring which is able to capture the nuances of candidate plagiarism. The recent advancements in technology (think generative AI) needed more robust proctoring features, so we went ahead and built The HackerEarth Smart Browser to ensure our assessments remain as foolproof as ever.

Presenting to you, the latest HackerEarth proctoring fix - The Smart Browser

Our Smart Browser is the chocolatey version of a plain donut when compared to a regular web browser. It is extra effective and comes packed with additional remote proctoring capabilities to increase the quality of your screening assessments.

The chances of a candidate cheating on a HackerEarth technical assessment are virtually zero with the latest features! Spilling all our secrets to show you why -

1. Sealed-off testing environment makes proctoring simpler

Sealed-off testing environment makes proctoring simpler

To get started with using the Smart Browser, enable the Smart Browser setting as shown above. This setting is available under the test proctoring section on the test overview page.

As you can see, several other proctoring settings such as disabling copy-paste, restricting candidates to full-screen mode, and logout on leaving the test interface are selected automatically.Now, every candidate you invite to take the assessment will only be able to do so through the Smart Browser. Candidates are prompted to download the Smart Browser from the link shared in the test invite mail.When the candidate needs to click on the ‘start test’ button on the launch test screen, it opens in the Smart Browser. The browser also prompts the candidate to switch to full-screen mode. Now, all candidates need to do is sign in and attempt the test, as usual.
Also read: 6 Ways Candidates Try To Outsmart A Remote Proctored Assessment

2. Eagle-eyed online test monitoring leaves no room for error

Eagle-eyed online test monitoring with the smart browser leaves no room for errorOur AI-enabled Smart Browser takes frequent snapshots via the webcam, throughout the assessment. Consequently, it is impossible to copy-paste code or impersonate a candidate.The browser prevents the following candidate actions and facilitates thorough monitoring of the assessment:
  • Screensharing the test window
  • Keeping other applications open during the test
  • Resizing the test window
  • Taking screenshots of the test window
  • Recording the test window
  • Using malicious keystrokes
  • Viewing OS notifications
  • Running the test window within a virtual machine
  • Operating browser developer tools
Any candidate actions attempting to switch tabs with the intent to copy-paste or use a generative AI like ChatGPT are shown a warning and captured in the candidate report.HackerEarth’s latest proctoring fixes bulletproof our assessment platform, making it one of the most reliable and accurate sources of candidate hiring in the market today.
Also read: 4 Ways HackerEarth Flags The Use Of ChatGPT In Tech Hiring Assessments

Experience reliable assessments with the Smart Browser!

There you have it - our newest offering that preserves the integrity of coding assessments and enables skill-first hiring, all in one go. Recruiters and hiring managers, this is one feature that you can easily rely on and can be sure that every candidate’s test score is a result of their ability alone.Curious to try out the Smart Browser? Well, don’t take our word for it. Head over here to check it out for yourself!

We also love hearing from our customers so don’t hesitate to leave us any feedback you might have.

Until then, happy hiring!
View all

What is Headhunting In Recruitment?: Types &amp; How Does It Work?

In today’s fast-paced world, recruiting talent has become increasingly complicated. Technological advancements, high workforce expectations and a highly competitive market have pushed recruitment agencies to adopt innovative strategies for recruiting various types of talent. This article aims to explore one such recruitment strategy – headhunting.

What is Headhunting in recruitment?

In headhunting, companies or recruitment agencies identify, engage and hire highly skilled professionals to fill top positions in the respective companies. It is different from the traditional process in which candidates looking for job opportunities approach companies or recruitment agencies. In headhunting, executive headhunters, as recruiters are referred to, approach prospective candidates with the hiring company’s requirements and wait for them to respond. Executive headhunters generally look for passive candidates, those who work at crucial positions and are not on the lookout for new work opportunities. Besides, executive headhunters focus on filling critical, senior-level positions indispensable to companies. Depending on the nature of the operation, headhunting has three types. They are described later in this article. Before we move on to understand the types of headhunting, here is how the traditional recruitment process and headhunting are different.

How do headhunting and traditional recruitment differ from each other?

Headhunting is a type of recruitment process in which top-level managers and executives in similar positions are hired. Since these professionals are not on the lookout for jobs, headhunters have to thoroughly understand the hiring companies’ requirements and study the work profiles of potential candidates before creating a list.

In the traditional approach, there is a long list of candidates applying for jobs online and offline. Candidates approach recruiters for jobs. Apart from this primary difference, there are other factors that define the difference between these two schools of recruitment.

AspectHeadhuntingTraditional RecruitmentCandidate TypePrimarily passive candidateActive job seekersApproachFocused on specific high-level rolesBroader; includes various levelsScopeproactive outreachReactive: candidates applyCostGenerally more expensive due to expertise requiredTypically lower costsControlManaged by headhuntersManaged internally by HR teams

All the above parameters will help you to understand how headhunting differs from traditional recruitment methods, better.

Types of headhunting in recruitment

Direct headhunting: In direct recruitment, hiring teams reach out to potential candidates through personal communication. Companies conduct direct headhunting in-house, without outsourcing the process to hiring recruitment agencies. Very few businesses conduct this type of recruitment for top jobs as it involves extensive screening across networks outside the company’s expanse.

Indirect headhunting: This method involves recruiters getting in touch with their prospective candidates through indirect modes of communication such as email and phone calls. Indirect headhunting is less intrusive and allows candidates to respond at their convenience.Third-party recruitment: Companies approach external recruitment agencies or executive headhunters to recruit highly skilled professionals for top positions. This method often leverages the company’s extensive contact network and expertise in niche industries.

How does headhunting work?

Finding highly skilled professionals to fill critical positions can be tricky if there is no system for it. Expert executive headhunters employ recruitment software to conduct headhunting efficiently as it facilitates a seamless recruitment process for executive headhunters. Most software is AI-powered and expedites processes like candidate sourcing, interactions with prospective professionals and upkeep of communication history. This makes the process of executive search in recruitment a little bit easier. Apart from using software to recruit executives, here are the various stages of finding high-calibre executives through headhunting.

Identifying the role

Once there is a vacancy for a top job, one of the top executives like a CEO, director or the head of the company, reach out to the concerned personnel with their requirements. Depending on how large a company is, they may choose to headhunt with the help of an external recruiting agency or conduct it in-house. Generally, the task is assigned to external recruitment agencies specializing in headhunting. Executive headhunters possess a database of highly qualified professionals who work in crucial positions in some of the best companies. This makes them the top choice of conglomerates looking to hire some of the best talents in the industry.

Defining the job

Once an executive headhunter or a recruiting agency is finalized, companies conduct meetings to discuss the nature of the role, how the company works, the management hierarchy among other important aspects of the job. Headhunters are expected to understand these points thoroughly and establish a clear understanding of their expectations and goals.

Candidate identification and sourcing

Headhunters analyse and understand the requirements of their clients and begin creating a pool of suitable candidates from their database. The professionals are shortlisted after conducting extensive research of job profiles, number of years of industry experience, professional networks and online platforms.

Approaching candidates

Once the potential candidates have been identified and shortlisted, headhunters move on to get in touch with them discreetly through various communication channels. As such candidates are already working at top level positions at other companies, executive headhunters have to be low-key while doing so.

Assessment and Evaluation

In this next step, extensive screening and evaluation of candidates is conducted to determine their suitability for the advertised position.

Interviews and negotiations

Compensation is a major topic of discussion among recruiters and prospective candidates. A lot of deliberation and negotiation goes on between the hiring organization and the selected executives which is facilitated by the headhunters.

Finalizing the hire

Things come to a close once the suitable candidates accept the job offer. On accepting the offer letter, headhunters help finalize the hiring process to ensure a smooth transition.

The steps listed above form the blueprint for a typical headhunting process. Headhunting has been crucial in helping companies hire the right people for crucial positions that come with great responsibility. However, all systems have a set of challenges no matter how perfect their working algorithm is. Here are a few challenges that talent acquisition agencies face while headhunting.

Common challenges in headhunting

Despite its advantages, headhunting also presents certain challenges:

Cost Implications: Engaging headhunters can be more expensive than traditional recruitment methods due to their specialized skills and services.

Time-Consuming Process: While headhunting can be efficient, finding the right candidate for senior positions may still take time due to thorough evaluation processes.

Market Competition: The competition for top talent is fierce; organizations must present compelling offers to attract passive candidates away from their current roles.

Although the above mentioned factors can pose challenges in the headhunting process, there are more upsides than there are downsides to it. Here is how headhunting has helped revolutionize the recruitment of high-profile candidates.

Advantages of Headhunting

Headhunting offers several advantages over traditional recruitment methods:

Access to Passive Candidates: By targeting individuals who are not actively seeking new employment, organisations can access a broader pool of highly skilled professionals.

Confidentiality: The discreet nature of headhunting protects both candidates’ current employment situations and the hiring organisation’s strategic interests.

Customized Search: Headhunters tailor their search based on the specific needs of the organization, ensuring a better fit between candidates and company culture.

Industry Expertise: Many headhunters specialise in particular sectors, providing valuable insights into market dynamics and candidate qualifications.

Conclusion

Although headhunting can be costly and time-consuming, it is one of the most effective ways of finding good candidates for top jobs. Executive headhunters face several challenges maintaining the g discreetness while getting in touch with prospective clients. As organizations navigate increasingly competitive markets, understanding the nuances of headhunting becomes vital for effective recruitment strategies. To keep up with the technological advancements, it is better to optimise your hiring process by employing online recruitment software like HackerEarth, which enables companies to conduct multiple interviews and evaluation tests online, thus improving candidate experience. By collaborating with skilled headhunters who possess industry expertise and insights into market trends, companies can enhance their chances of securing high-caliber professionals who drive success in their respective fields.

A Comprehensive Guide to External Sources of Recruitment

The job industry is not the same as it was 30 years ago. Progresses in AI and automation have created a new work culture that demands highly skilled professionals who drive innovation and work efficiently. This has led to an increase in the number of companies reaching out to external sources of recruitment for hiring talent. Over the years, we have seen several job aggregators optimise their algorithms to suit the rising demand for talent in the market and new players entering the talent acquisition industry. This article will tell you all about how external sources of recruitment help companies scout some of the best candidates in the industry, the importance of external recruitment in organizations across the globe and how it can be leveraged to find talent effectively.

Understanding external sources of recruitment

External sources refer to recruitment agencies, online job portals, job fairs, professional associations and any other organizations that facilitate seamless recruitment. When companies employ external recruitment sources, they access a wider pool of talent which helps them find the right candidates much faster than hiring people in-house. They save both time and effort in the recruitment process.

Online job portals

Online resume aggregators like LinkedIn, Naukri, Indeed, Shine, etc. contain a large database of prospective candidates. With the advent of AI, online external sources of recruitment have optimised their algorithms to show the right jobs to the right candidates. Once companies figure out how to utilise job portals for recruitment, they can expedite their hiring process efficiently.

Social Media

Ours is a generation that thrives on social media. To boost my IG presence, I have explored various strategies, from getting paid Instagram users to optimizing post timing and engaging with my audience consistently. Platforms like FB an IG have been optimized to serve job seekers and recruiters alike. The algorithms of social media platforms like Facebook and Instagram have been optimised to serve job seekers and recruiters alike. Leveraging them to post well-placed ads for job listings is another way to implement external sources of recruitment strategies.

Employee Referrals

Referrals are another great external source of recruitment for hiring teams. Encouraging employees to refer their friends and acquaintances for vacancies enables companies to access highly skilled candidates faster.

Campus Recruitment

Hiring freshers from campus allows companies to train and harness new talent. Campus recruitment drives are a great external recruitment resource where hiring managers can expedite the hiring process by conducting screening processes in short periods.

Recruitment Agencies

Companies who are looking to fill specific positions with highly skilled and experienced candidates approach external recruitment agencies or executive headhunters to do so. These agencies are well-equipped to look for suitable candidates and they also undertake the task of identifying, screening and recruiting such people.

Job Fairs

This is a win-win situation for job seekers and hiring teams. Job fairs allow potential candidates to understand how specific companies work while allowing hiring managers to scout for potential candidates and proceed with the hiring process if possible.

Importance of External Recruitment

The role of recruitment agencies in talent acquisition is of paramount importance. They possess the necessary resources to help companies find the right candidates and facilitate a seamless hiring process through their internal system. Here is how external sources of recruitment benefit companies.

Diversity of Skill Sets

External recruitment resources are a great way for companies to hire candidates with diverse professional backgrounds. They possess industry-relevant skills which can be put to good use in this highly competitive market.

Fresh Perspectives

Candidates hired through external recruitment resources come from varied backgrounds. This helps them drive innovation and run things a little differently, thus bringing in a fresh approach to any project they undertake.

Access to Specialized Talent

Companies cannot hire anyone to fill critical roles that require highly qualified executives. This task is assigned to executive headhunters who specialize in identifying and screening high-calibre candidates with the right amount of industry experience. Huge conglomerates and companies seek special talent through external recruiters who have carved a niche for themselves.

Now that you have learnt the different ways in which leveraging external sources of recruitment benefits companies, let’s take a look at some of the best practices of external recruitment to understand how to effectively use their resources.

Best Practices for Effective External Recruitment

Identifying, reaching out to and screening the right candidates requires a robust working system. Every system works efficiently if a few best practices are implemented. For example, hiring through social media platforms requires companies to provide details about their working environment, how the job is relevant to their audience and well-positioned advertisements. The same applies to the other external sources of recruitment. Here is how you can optimise the system to ensure an effective recruitment process.

Craft Clear and Compelling Job Descriptions

Detail Responsibilities: Clearly outline the key responsibilities and expectations for the role.

Highlight Company Culture: Include information about the company’s mission, values, and growth opportunities to attract candidates who align with your organizational culture.

Leverage Multiple Recruitment Channels

Diversify Sources: Use a mix of job boards, social media platforms, recruitment agencies, and networking events to maximize reach. Relying on a single source can limit your candidate pool.

Utilize Industry-Specific Platforms: In addition to general job boards, consider niche job sites that cater to specific industries or skill sets

Streamline the Application Process

Simplify Applications: Ensure that the application process is user-friendly. Lengthy or complicated forms can deter potential candidates from applying.

Mobile Optimization: Many candidates use mobile devices to apply for jobs, so ensure your application process is mobile-friendly.

Engage in Proactive Sourcing

Reach Out to Passive Candidates: Actively seek out candidates who may not be actively looking for a job but could be a great fit for your organization. Use LinkedIn and other professional networks for this purpose.

Maintain a Talent Pool: Keep a database of previous applicants and strong candidates for future openings, allowing you to reach out when new roles become available.

Utilize Social Media Effectively

Promote Job Openings: Use social media platforms like LinkedIn, Facebook, and Twitter to share job postings and engage with potential candidates. This approach can also enhance your employer brand

Conduct Background Checks: There are several ways of learning about potential candidates. Checking out candidate profiles on job boards like LinkedIn or social media platforms can give companies a better understanding of their potential candidates, thus confirming whether they are the right fit for the organization.

Implement Data-Driven Recruitment

Analyze Recruitment Metrics: Track key metrics such as time-to-hire, cost-per-hire, and source effectiveness. This data can help refine your recruitment strategies over time. Using external hiring software like HackeEarth can streamline the recruitment process, thus ensuring quality hires without having to indulge internal resources for the same.

Use Predictive Analytics: In this age of fast paced internet, everybody makes data-driven decisions. Using predictive analytics to study employee data will help companies predict future trends, thus facilitating a productive hiring process.

Conclusion

External sources of recruitment play a very important role in an organization’s talent acquisition strategy. By employing various channels of recruitment such as social media, employee referrals and campus recruitment drives, companies can effectively carry out their hiring processes. AI-based recruitment management systems also help in the process. Implementing best practices in external recruitment will enable organizations to enhance their hiring processes effectively while meeting their strategic goals.

Progressive Pre-Employment Assessment - A Complete Guide

The Progressive Pre-Employment Assessment is a crucial step in the hiring process, as it evaluates candidates through various dimensions including cognitive abilities, personality traits, and role-specific skills.

While employers and recruiters have this in the palm of their hand, candidates who master it will successfully navigate the assessment and have a higher chance of landing that dream job. But what does it entail in the first place?

Candidates can expect to undergo tests that assess verbal, numerical, and work style capabilities, as well as a personality assessment. Hence, understanding the structure and purpose of the Progressive Pre-Employment Assessment can give candidates a competitive edge. But before one tackles online tests, we must first dissect what this assessment is and what it consists of.

The evolution of pre-employment assessments

Pre-employment assessments have undergone significant changes over the decades, from rudimentary tests to sophisticated, modern evaluations. Let’s put the two side by side.

  • Traditional methods:

    Initially, pre-employment assessments focused on basic skills and educational qualifications. These paper-based tests primarily assessed cognitive and verbal abilities, without any conclusions about the candidates’ output in very specific situations.

  • Modern techniques:

    Today, online assessments are prevalent, evaluating a variety of dimensions, including cognitive skills, personality traits, and behavioral evaluations. These tools offer a more comprehensive view of a candidate's job performance potential, while, at the same time, saving precious time for both parties involved.

In today’s competitive job market, progressive pre-employment assessments play a crucial as they not only measure technical skills and knowledge but also provide insights into a candidate's ethical bias, cultural fit, and communication skills.

Likewise, assessment tests have evolved to include situational judgment tests and culture fit analyses, which are pivotal in assessing the suitability of a candidate for specific roles. And this isn’t just in terms of skillsets—they help in identifying candidates who align well with the company's values and working environment.

This is mainly for the tests’ ability to accurately gauge a candidate's interpersonal skills and emotional intelligence, which are essential for roles that require teamwork and client interactions.

What are progressive pre-employment assessments?

Progressive pre-employment assessments are structured evaluations designed to judge a candidate’s abilities and fit for a role at Progressive Insurance. Unlike traditional aptitude tests, these assessments encompass various elements such as cognitive abilities, situational judgments, and personality traits.

These tests typically include verbal and numerical reasoning sections, as well as work style assessments that gauge behavioral tendencies. Through this merger of multiple dimensions, Progressive seeks to understand not just the skills and knowledge of the candidate, but also their ethical perspectives and communication skills.

Components of a progressive assessment strategy

What sets progressive assessments apart? Well, as most employers just focus on the basic credentials and competencies, the comprehensive assessment strategy at Progressive includes several key components:

  1. Cognitive evaluations: These tests measure candidates' logical reasoning and problem-solving capabilities through verbal, numerical, and abstract reasoning questions.
  2. Personality assessments: These tests evaluate traits and tendencies to understand how a candidate might behave in various workplace scenarios. They aim to provide insight into their ethical bias and interpersonal skills.
  3. Behavioral evaluations: These sections analyze how candidates might act in specific situations, ensuring a good cultural fit and alignment with Progressive's values.
  4. Role-specific skills tests: These assessments focus on the specialized skills required for the position, ensuring the candidate has the necessary technical knowledge and expertise.

Implementing progressive assessments

Successful implementation of Progressive Assessments in the hiring process requires designing an effective assessment process and following best practices for administration. This ensures accuracy, better data security, and reliable decision-making. In particular, the implementation hinges on the feasibility of the original design.

Step 1 --- Designing the assessment process

Designing an effective Progressive Assessment involves understanding the specific needs of the role and the company's approach to hiring. Each test component — verbal, numerical, and work style — must align with the desired skills and personality traits for the role.

HR teams need to define clear objectives for each assessment section. This includes establishing what each part aims to evaluate, like the problem-solving or personality assessments. Incorporating legal and policy guidelines ensures the assessments are fair and non-discriminatory, which is crucial for avoiding legal issues.

Likewise, everaging online assessment tests provides flexibility and efficiency. These tests allow candidates to complete them remotely, easing logistics and scheduling concerns. Ensuring security is also essential, and implementing testing and other recruitment tools can help enhance data security and accuracy.

Step 2 --- Best practices for assessment administration

Administering assessments effectively revolves around consistency and fairness. Establish structured guidelines for the administration process to ensure each candidate undergoes the same conditions, promoting reliability. This includes standardizing the timing, environment, and instructions for all assessments.

Training HR representatives is vital. They should be well-versed in handling the assessments, from initial candidate interactions to evaluating the results. Regular training updates ensure the team remains knowledgeable about best practices and any new tools used in the assessment process.

Administering assessments also involves maintaining better data security and accuracy. This is achieved by utilizing secure online platforms and ensuring that only authorized personnel have access to sensitive data. Leveraging top API penetration testing tools is one approach to securing candidate data and preserving the integrity of the assessment process.

Implementing consistent feedback mechanisms for candidates can also improve the process. Providing insights on their performance helps candidates understand their strengths and areas for growth, which reflects positively on the company’s commitment to candidate experience.

Benefits of progressive assessments

Progressive assessments offer significant advantages in the hiring process, such as improving the accuracy of hiring decisions and enhancing the overall candidate experience. These benefits help companies find better-fitting candidates and reduce turnover rates.

1. Improved hiring accuracy

Progressive pre-employment assessments allow companies to evaluate candidates more comprehensively. By assessing personality traits, cognitive abilities, and ethical biases, employers can identify individuals who align with the company’s values and have the necessary skills for the job.

For example, personality assessments can pinpoint traits like empathy, communication, and problem-solving abilities. This helps employers select candidates who are not only qualified but also fit well within the team. Evaluating these qualities ensures that new hires can thrive in customer service roles where empathy and effective communication are crucial.

Moreover, using tools like the DDI Adaptive Reasoning Test helps to simulate real job tasks. This gives employers deeper insights into a candidate's capability to handle job-specific challenges. As a result, the company is more likely to experience lower turnover rates due to better candidate-job fit.

2. Enhanced candidate experience

A well-structured assessment process can significantly enhance the candidate experience. Clear instructions,fair testing procedures, and timely feedback create a positive impression of the company. Candidates appreciate transparency and feel valued when the process is designed with their experience in mind.

Implementing assessments that reflect actual job roles and responsibilities gives candidates a realistic preview of the job. This reduces later dissatisfaction and turnover. Additionally, personality assessments that highlight traits such as confidence and empathy provide a more engaging candidate experience.

Companies can also strengthen their employer brand by showcasing their commitment to a fair and comprehensive hiring process. Providing resources like practice tests helps candidates feel better prepared and less anxious about the assessment, leading to a more positive perception of the company.

Common pitfalls in progressive assessments

Candidates often struggle with the cognitive abilities section, which requires strong analytical skills and problem-solving capabilities. The situational judgment tests can also be tricky as they assess empathy, decision-making, and customer service scenarios. Personality assessments can pose challenges as well, especially for those unsure how to present their personality traits aligned with the job role.

A significant issue is also misinterpretation of the test's format and expectations. Many find it daunting to navigate through various sections, such as verbal, numerical, and work style assessments. Lastly, some candidates might overlook the legal nuances of personality assessments or document redaction protocols, leading to compliance issues.

Strategies to overcome challenges

To tackle cognitive abilities assessments, candidates should engage in consistent practice with sample questions and mock tests. This helps enhance their analytical and problem-solving skills. For situational judgment tests, it is essential to practice empathy and customer service scenarios to develop a better understanding of role-specific challenges.

In personality assessments, being honest while demonstrating relevant personality traits like being a team player is crucial. Seeking guidance from study materials such as Job Test Prep can provide a realistic testing environment.

Understanding legal considerations, such as those around document redaction, is important for compliance. Utilizing a document redaction SDK can ensure adherence to required policies. Familiarity with each section's format will aid in navigating the assessments confidently and effectively.

Trends and innovations in employee assessments

There is a growing emphasis on AI-powered assessments —these tools analyze vast amounts of data to predict a candidate's job performance, ensuring a more objective and efficient selection process.



Personality assessments are evolving to include metrics like empathy and communication skills, which are crucial for roles in customer service and other people-centric positions.

Additionally, gamified assessments, which make the evaluation process engaging, are gaining popularity. They not only assess problem-solving skills but also gauge how candidates perform under pressure.

Organizations can prepare for the future by integrating cutting-edge technologies into their hiring processes. Investing in training for evaluators to accurately interpret new assessment metrics is crucial. This involves

understanding how to measure soft skills such as empathy and effective communication.

Moreover, companies should stay updated on legal requirements to maintain compliance and ensure fair assessment practices.

Encouraging candidates to focus on developing their personality traits, such as being team players and showing confidence, can also better prepare them for progressive assessments that look beyond technical skills.

The strategic value of progressive assessments

Progressive pre-employment assessments rigorously evaluate candidates on multiple fronts, including cognitive abilities, situational judgment, personality fit, and role-specific skills. This multifaceted approach not only helps in identifying the best match for specific roles but also reduces the risk of bad hires.

By investing in these assessments, companies can significantly enhance their recruitment processes. Consistent use of these tools leads to more informed decision-making, reducing turnover rates and ensuring employee retention.



Appropriate preparation and implementation of these assessments can streamline the hiring pipeline, saving time and resources. Furthermore, this approach bolsters team performance and aligns employee roles with their strengths, promoting a culture of efficiency and productivity. While Progressive is far from the only company using this approach, they’ve set a standard in terms of looking at candidates holistically and making sure they’re truly ready for the job.

Frequently Asked Questions

This section covers common inquiries related to the Progressive Pre-Employment Assessments, including differences from psychometric tests, benefits for small businesses, legal considerations, and the role of technology.

How do progressive assessments differ from psychometric testing?

Progressive assessments typically examine a candidate's ethical bias and personality traits. In contrast, psychometric tests focus on cognitive abilities and personality dimensions. The Progressive Pre-Employment Assessment includes verbal, numerical, and work style components, offering a broader evaluation spectrum.

Can small businesses benefit from implementing progressive assessment strategies?

Small businesses can gain significant advantages from adopting progressive assessment strategies. These assessments help identify candidates that align closely with the company’s values and culture, reducing turnover rates. Additionally, they provide insights into a candidate's ethical stance and work style, which are crucial for cohesive team dynamics.

What are the legal considerations when using pre-employment assessments?

Legal considerations include ensuring compliance with equal employment opportunity laws and avoiding discrimination based on race, gender, or disability. It is essential to validate the assessment tools and ensure they are scientifically proven to be fair. Companies must also maintain transparency about the purpose and usage of the assessments.

How can technology enhance the effectiveness of progressive assessments?

Technology can streamline the assessment process by allowing candidates to complete the tests remotely. Advanced analytics help in the accurate interpretation of results, ensuring a better match between the candidate and the job role. Many platforms offer practice tests that mirror the actual assessment, aiding in preparation and reducing test anxiety.

View all

Stay Informed with the HackerEarth Blog

Explore industry insights, expert opinions, and the latest trends in technology, hiring, and innovation.