Hiring Tools

Hire IQ by HackerEarth is a new initiative in which we speak with recruiters, talent acquisition managers, and hiring managers from across the globe, and ask them pertinent questions on the issues that ail the tech recruiting world.

Next up in this edition is Colet Coelho, Head of Talent Acquisition, at Recruit CRM. Being Women’s History Month, we wanted to understand the diversity mandates at Recruit CRM and more importantly, as a woman in tech, what would Colet like to change for welcoming more of such awesome women into the tech recruiting space.

Settle in, and let’s get to it!

P.S. If you missed the first edition of HireIQ where we sit down with Charles Rue from IHS Markit, you can read it here 🙂

HackerEarth: A lot of recruiting jargon has made headlines in the last two years. Candidate experience, remote hiring, employee burnout, and of course the ‘Great Resignation’. If you had to pick one jargon/phrase to attach to the future of ATS platforms, what would it be and why?

Colet: If I had to pick a jargon out of the mentioned, I would pick two—candidate experience and remote hiring. The candidate experience we design reveals a great deal about who we are as an employer. Prospective workers will judge our company based on their experience with the recruiting process, and a negative applicant experience will discourage future job seekers from applying.

Although, providing an excellent candidate experience can be a problematic aspect of the remote hiring process. Enhancing the overall candidate experience in remote recruitment is a vital function of an Applicant Tracking System. ATS platforms automate hiring while streamlining this entire process.

Recommended read – Remote Work And Recruitment: An ATS Story

HackerEarth: How have your internal hiring policies changed in the last two years? Since DEI has been a priority in the tech world, have you initiated any new processes for improving inclusion at your workplace?

Colet: Our hiring policies have been pretty consistent. Since we have always been a remote functioning organization, the last two years haven’t affected our recruitment methods too much.

Our organization has a fair distribution of employees from different backgrounds, ethnicities, and locations spread across the globe. We host regular meetings with all our employees where everyone is heard and allowed to present their views forward.

To create an inclusive culture, starting at the very beginning is critical. We preach, advocate, and encourage inclusivity as an essential component of our organizational principles. We’ve started sharing it on our social media, websites, and in interviews so that any potential employee is aware of our inclusion goals.

We have also begun to streamline the recruiting process by enabling candidates from various community outreach initiatives, job fairs, and hiring consultants to participate. This guarantees that we have a varied range of abilities.

Inclusion at the workplace is pointless if people are not valued for who they are.

The pronouns that a person prefers are entirely up to them. We will begin to include a section on the pronouns employees prefer on their identity cards. In addition, we will guarantee that all of our job descriptions include gender-neutral language.

HackerEarth: As a woman in the tech recruiting space, what are some of the changes you would like to see in how companies attract talented women? How about expanding the conversation to include the non-binary community, and if yes, then how can recruiters begin to do that?

Colet: Flexibility is one of the top perks a firm can offer an employee, not just to women but also men. As a woman in the recruitment sphere, I’d like to see companies offer women more flexibility regarding where, when, and how they work.

To attract non-binary candidates, recruiters can start by allowing a range of pronouns in different areas. Leaving gender boxes unfilled or providing the opportunity to add additional gender or pronoun categories in both paper and online HR forms/platforms will encourage non-binary employees to apply as well as feel like they belong in the workplace.

HackerEarth: Data has become an important tool for recruiters today. In your opinion, what do you think are the three most important markers/data points that recruiters should be looking at when hiring? Additionally, do you think there is a data point that recruiters are overlooking?

Colet: The three most important data points that recruiters should always consider are quality of hire, cost-per-hire, and time-to-hire.

While assessing hiring quality might be subjective, it is probably one of the most critical criteria to monitor. Poor performance can indicate that you have an individual performing the wrong job, regardless of how quickly you fill a role or how much you lower the hire cost.

The cost per hire is simply the money spent on recruiting in a given year divided by the total number of hires made. The recruiting costs vary for every organization, so it’s a good idea to benchmark the typical expenditures for various jobs in your firm. The time-to-hire metric measures how fast an applicant progresses through the various phases of the recruiting process.

The total amount spent on recruitment in a given year divided by the number of recruits is the cost per hire. Again, the recruiting expenses differ from one organization to the next. Therefore, it’s good to benchmark the average expenditures for various roles inside your company.

A critical marker that recruiters occasionally tend to neglect is the source of hiring.

Knowing where your best candidates and applicants are coming from is quite helpful, especially when it comes to recruitment marketing. With this indicator, you can discover those sources and channels that bring in the most qualified candidates for your available positions.

Recommended read: The Great Resignation In The Tech Industry – How To Prevent it

HackerEarth: One of the questions we love asking tech recruiters is – when it comes to skills versus experience, what would you choose and why? What are some of your trusted markers for a skill that you would use to gauge a developer’s competency when hiring?

Colet: While I’m constantly emphasizing soft and hard skills as a recruiter, I can’t ignore the importance of work experience to evaluate a candidate. Therefore, when I search for an ideal candidate, I am looking for a combination of the right personality, soft skills, technical or hard skills, and practical industry experience.

Although, a lack of corporate experience is not an indicator of poor potential, especially when hiring youth. The ability to work in a team structure, make decisions and solve problems, communicate verbally with people inside and outside an organization, and plan, organize and prioritize work are skills I focus on evaluating when hiring.

My usual evaluation method is looking at past projects and giving real-time assignments to measure a developer’s expertise when recruiting.

HackerEarth: Let’s talk a bit about workplace culture 🙂 In the era of hybrid, how do you suggest companies can keep up employee morale and boost engagement?

Colet: I truly believe that open communication and prioritizing employee well-being are the way to maintain morale at work. Honest communication facilitates trust, and employees who have faith in their supervisors to act in their best interests are less stressed during times of transition and uncertainty. Considering employee mental health is also a critical factor in ensuring high morale, especially concerning feelings of isolation and the rising risk of burnout.

Ultimately, leaders cannot just guess or intuit what would make staff feel the most upbeat and engaged. They are the only ones who can tell you what works for them.

So I suggest that companies solicit constant input from employees through employee engagement surveys to gather personal knowledge and then develop a curated strategy that tailors efforts to people’s preferences and requirements.

HackerEarth: Recruit CRM also helps companies with sourcing. What are some non-traditional modes of sourcing you have seen your clients use in the recent past that you think have great potential? Alternatively, do you think there are untapped platforms that tech recruiters can use to their advantage?

Colet: I’ve seen clients use quite a few non-traditional methods of sourcing that have turned out to be quite the successes. For example, sourcing through social media and Boolean searches. Social networking has evolved into one of the most effective tools for hiring today. LinkedIn, Github for developers, and Behance for creatives are the most well-known professional platforms.

However, popular social media platforms such as Facebook, Twitter, Instagram, and Snapchat are valuable tools. I feel like Quora and YouTube are two such platforms that haven’t been tapped by recruiters yet but can prove to be of great help in finding potential employees.

Recommended read:Boolean Search Strings – 5 Essential Tips For Recruiters

HackerEarth: And lastly—a piece of advice for recruiters around the globe to navigate the pandemic-induced ups and downs of the recruiting business.

Colet: The last two years have been tough on recruiters. The pandemic and its consequences decimated some talent acquisition teams, piled additional pressures on others, and proved to be a historic change agent, as virtually recruiting and onboarding a remote workforce became the norm for many.

Since virtual hiring is here to stay, I would advise recruiters to focus on making virtual recruitment as streamlined and fine-tuned as possible using an ATS. In addition, a common challenge resulting from the pandemic is the difficulty in filling job openings.

The difficulty in getting applications is an excellent opportunity for some clever employer branding.

Take advantage of this chance to establish your employer brand and set your organization out of competition. Address the main worries of your present workers and future applicants by assuring them that your firm is solid and helpful.

About Colet Coelho:

Based out of Mumbai, India, Colet heads the Talent Acquisition team at Recruit CRM, aiming to bring the best talent onboard and scale the current team of 50 to over 150 in the next 2 years. Here is her LinkedIn.

The great resignation has been on the minds of many IT organizations and their business leaders ever since nearly 4 million people quit their jobs back in November 2021. Consequently, hiring talented tech talent has become a lot harder than before.

Will 2022 break away from this trend wonder recruiters across the globe. Instead of waiting for the tide to turn, why not step up your game—invest in a recruitment tech stack that turns heads and helps you attract the very best talent out there?

The right recruiting software mix will help you streamline your entire recruiting life cycle, create a strong brand recall, and have potential candidates be excited about working with your company! On that note, let’s look at what tech stacks are and how do you choose one that caters to all your needs.

What is a recruitment tech stack?

A tech stack is a collection of technologies that are used to create a product or service. A recruitment tech stack would consist of a set of automated tools and technologies for every step of the hiring process—right from sourcing to onboarding. Your tech stack should have strong built-in analytics, seamless integrations with other apps, and be mobile-friendly.

We are talking sourcing tools, applicant tracking systems, screening and assessment software, engagement tools, coding interview platforms, automated background checks, onboarding software, and so on.

However, your recruitment strategy might not require all of these tools. There is no silver bullet that works best for everyone. The modern recruiter is always trying out new technologies to see what combination of resources suits their ever-changing needs.

Having said that, to stay relevant in this post-pandemic world, you need to prepare your recruitment tech stacks for the new normal, which is mostly remote. Be equipped to conduct fully remote hiring drives and successfully hire candidates without ever meeting them.

Recommended read: Boolean Search Strings – 5 Essential Tips For Recruiters

How tech stacks matter in technical recruiting

There are multiple benefits to having technology be the frontrunner of your recruiting strategies. A tech-enabled recruitment experience goes a long way in attracting and retaining top tech talent.

• Saves time and improves efficiency in the overall hiring process.
• Keeps large volumes of candidate data organized and ensures nothing gets lost.
• Creates a pleasant candidate experience.
• Keeps your talent pool warm and nurtured.
• Eliminates bias in hiring decisions.
• Better communication between candidates and recruiters.

A carefully curated recruitment tech stack can slash your time-to-hire and cost-per-hire metrics by a significant amount. Let’s look at the most important elements of a tech stack next, to better your hiring processes.

Recommended read: 21 Tech Recruiting Tools To Scale Your Hiring

4 must-haves in your tech stack

Here are some technologies to keep in mind when building your tech stack:

#1 Applicant tracking systems

The first thing you need to think about is an applicant tracking system. By investing in the right ATS you’ll be able to reduce your overall time to fill roles. You’ll also be able to create and nurture a pool of passive candidates that you can call upon in the future.

An ATS can go from simple (collating all the candidate information) to quite complex (with various approval levels and AI-enhanced searches). An ATS is also more secure than a spreadsheet or email.

A good ATS has features like:

• job posting across multiple job boards and websites
• automated screening of candidates’ resumes, which also lowers human bias and errors
• database assistance where you can store all applicants’ information
• view the status of each candidate throughout the interview process
• send out assessment invites from the ATS itself to the selected candidates and prepare a performance report in real-time
• initiate offer letters directly from the ATS, get them signed by the candidates, and save the documents digitally on the cloud

#2 Automated employee referral programs

Investing in an ATS has multiple benefits as seen above but the real advantage is you can set up a robust employee referral program with it. Studies show referral hires stay at a company for longer on average with 47% staying longer than 3 years.

Employee referral programs promote company culture and build better-engaged tech teams. Leverage existing data in your ATS to reach a wider audience.

Here’s how:

• Implement auto-posting where you send job openings to your internal employees on an ongoing basis
• Automatically use the data in your ATS to suggest the right people to your connections
• Keep track of where the referred candidate is in the hiring cycle and send updates to the referrer
• Link your ATS to your payroll system, so any referral bonus can go straight into your employee’s salary
• Assess the success of your employee referral program and tweak accordingly—number of shares via email or social, number of referred candidates, number of successful hires, and the quality of those hires

#3 Chatbots for better candidate experience

Adding a chatbot to your careers site or investing in an ATS that comes with one takes your candidate experience to the next level. Chatbots can bring your website to life where candidates can strike up a conversation with the bot to clear any basic queries and frequently asked questions.

You can also leverage natural language processing and train your bots to pre-screen candidates, answer candidate queries, and schedule interviews. Some even offer candidates the ability to check the status of their applications.

This vastly decreases the burden on recruiters and frees up time for them to take on other important tasks.

#4 Screening and virtual assessment tools

Virtual assessment tools are how you can better hire candidates for jobs, reduce employee turnover, and improve the quality of hire at your organization. These coding tests are where you get to see if what the candidate mentioned in their resume pans out.

A live coding assessment tool helps you with an objective evaluation of each candidate, provides detailed reports, and instant feedback—all with minimal technical know-how!

HackerEarth Assessments offers plenty of useful features. Here’s how HackerEarth does it:

• Provides a rich library of 13,000+ questions across 80+ programming skills to create highly accurate assessments
• Enables you to create your own assessment for any role in under 5 minutes or based on job descriptions, with the option to devise custom questions
• Gives you the choice of creating different types of questions like MCQs, subjective questions, or project-type questions that simulate on-the-job problems
• Allows seamless integration with popular ATSs like LinkedIn Talent Hub, Lever, Workable, and more, which means you can sync all your candidate data with your ATS
• Sends out invitations for candidates to take the assessment you created on our platform. You can also see at what stage each candidate is in throughout the hiring process, and avail performance reports, all from your ATS—without swapping between multiple apps
• Provides deeper insights into a candidate’s capabilities with summarized, automated performance reports

The use of AI in recruitment continues to spread and it is expected that the modern recruiter is savvy with the latest recruiting technologies and strategies. In 2022, change the way you hire and build great tech teams—and the first step is to start with building your dream recruitment tech stack!

Online tech assessments are now the default for hiring developers, but they come with a persistent challenge: how do you ensure every candidate completes the test honestly when no one is physically in the room? Remote proctoring solves this problem by using technology — webcams, screen monitoring, browser lockdowns, and AI algorithms — to supervise candidates from any location in the world.

The stakes are high. A 2024 Korn Ferry study estimated the global talent shortage could reach 85 million workers by 2030, making every hiring decision more consequential. As companies scale their technical hiring across time zones, remote proctoring has shifted from a nice-to-have to a critical layer of assessment integrity.

AI-based remote proctoring, in particular, has transformed the landscape. Modern systems go beyond simple webcam recording. They use facial recognition, eye-tracking, and anomaly detection to flag suspicious behavior in real time — without requiring a human proctor for every session.

This guide covers everything you need to evaluate and select the right remote proctoring solution for your tech assessments. You will learn how these systems work, what AI brings to the table, the real benefits and challenges, and how to implement proctoring without degrading the candidate experience.

What Is Remote Proctoring?

Definition of Remote Proctoring

Remote proctoring is a method of supervising online exams using technology instead of an in-person invigilator. Candidates take their assessment from any location — typically their home or office — while software monitors their activity through webcams, microphones, and screen capture.

The remote proctoring meaning extends beyond simple surveillance. It encompasses identity verification, environment scanning, behavior analysis, and post-exam review. Whether used for coding assessments, certification exams, or pre-employment screening, the goal remains the same: maintain exam integrity without requiring physical test centers.

Remote proctoring has applications across education, professional certification, and — increasingly — technical hiring, where companies need to assess thousands of developers across multiple geographies simultaneously.

Key Components of Remote Proctoring Systems

A remote proctoring system typically includes several interconnected components:

• Webcam monitoring: Captures the candidate's face and surroundings throughout the exam to detect unauthorized persons or materials.
• Screen capture and recording: Records everything displayed on the candidate's screen, flagging application switches or unauthorized browser tabs.
• Browser lockdown: Restricts the candidate to the assessment window, preventing access to search engines, messaging apps, or external resources.
• Identity verification: Uses photo ID matching, facial recognition, or biometric scans to confirm the candidate's identity before the exam begins.
• Environment scanning: Requires candidates to pan their webcam around the room to verify no prohibited materials are present.

The level of human involvement varies. Live proctoring connects candidates with a trained monitor who watches the session in real time. Automated solutions rely entirely on AI to detect and flag anomalies, with human reviewers stepping in only when needed.

How Remote Proctoring Works in Tech Assessments

For technical assessments specifically, remote proctoring follows a structured workflow:

1. Pre-exam setup: The candidate installs a secure browser or accesses the assessment platform. They verify their identity via webcam and government-issued ID.
2. Environment check: The candidate performs a 360-degree room scan to confirm their workspace is free of unauthorized materials.
3. Active monitoring: During the assessment, the system monitors the candidate's webcam feed, audio input, and screen activity. AI algorithms analyze behavior patterns — such as frequent gaze shifts, background voices, or application switching — in real time.
4. Post-exam review: Flagged incidents are compiled into a report for the hiring team to review and make final decisions.

This process ensures that results from online coding assessments genuinely reflect a candidate's abilities, not external help.

AI-Based Remote Proctoring for Tech Assessments

How AI Enhances Remote Proctoring Systems

AI has fundamentally changed how remote proctoring works. Traditional proctoring required one human monitor per candidate — an approach that simply does not scale for companies assessing hundreds or thousands of developers at once.

AI-based remote proctoring uses machine learning algorithms to automate monitoring tasks that previously required human attention. Key AI capabilities include:

• Facial recognition: Continuously verifies that the person taking the exam matches the individual who completed identity verification. This prevents candidate impersonation — a growing concern in remote tech hiring.
• Eye-tracking algorithms: Monitor gaze patterns to detect when a candidate frequently looks away from the screen, potentially reading from an off-screen source.
• Audio analysis: Detects background voices, whispered conversations, or other audio anomalies that suggest external assistance.
• Behavioral pattern recognition: Identifies unusual activity such as rapid copy-paste sequences, extended periods of inactivity followed by sudden bursts of input, or attempts to access restricted applications.

These AI features work in concert to create a comprehensive monitoring layer that operates continuously without fatigue or distraction.

AI in Action: Monitoring and Analytics

During a live assessment, AI remote proctoring systems process multiple data streams simultaneously. The webcam feed is analyzed frame by frame for face detection, head movement, and the presence of additional people. Screen activity is tracked for unauthorized application usage or tab switching.

When the system detects something suspicious, it creates a timestamped flag with a confidence score. Low-confidence flags might include a candidate briefly looking away (which could be reading the question), while high-confidence flags might indicate a second face in the frame or a virtual machine running in the background.

After the assessment, hiring managers receive a detailed analytics report that includes:

• Total number of flags per candidate with severity ratings
• Video clips of flagged moments for quick review
• A summary of browser activity and any lockdown violations
• Plagiarism analysis comparing code submissions against other candidates

This data-driven approach replaces subjective judgment with verifiable evidence, enabling fair and defensible hiring decisions.

Benefits of AI in Remote Proctoring

The shift to AI-based remote proctoring delivers three core advantages for organizations running tech assessments:

Scalability. AI systems can monitor thousands of concurrent sessions without additional staffing. A company running a global hackathon or high-volume campus recruitment drive can proctor every participant simultaneously — something impossible with live human proctors alone.

Cost-effectiveness. Eliminating or reducing the need for trained human proctors cuts per-session costs significantly. Organizations also save on physical test center expenses, travel coordination, and scheduling overhead.

Consistency. Unlike human proctors who may vary in attentiveness or judgment, AI applies the same detection rules to every candidate. This consistency strengthens the fairness argument, especially important when hiring across diverse global candidate pools. Tools like AI Interview Tool extend this consistency into the interview stage as well.

Benefits of Using Remote Proctoring in Tech Assessments

Maintaining Exam Integrity

The primary benefit of remote proctoring is ensuring that assessment results are trustworthy. When candidates know their session is being monitored — whether by AI, a live proctor, or both — the deterrent effect alone reduces cheating attempts significantly.

For technical roles specifically, integrity measures go beyond webcam monitoring. Features like plagiarism detection that compares code submissions across all candidates, disabled copy-paste functionality in code editors, and IP address restrictions work together to create a secure assessment environment.

Compared to in-person proctoring, remote proctoring actually offers some advantages. Physical test centers cannot easily monitor what is on a candidate's screen in real time. Remote proctoring software captures both the candidate and their screen simultaneously, providing a more complete picture.

Efficiency and Cost-Effectiveness

Remote proctoring eliminates the logistical burden of coordinating physical test centers. There are no venue rental costs, no travel arrangements for proctors, and no geographic limitations on when and where candidates can test.

For companies hiring at scale, this efficiency compounds quickly. A mid-sized tech company that previously spent weeks coordinating assessment logistics across multiple cities can now launch a single online assessment, proctored by AI, that candidates complete within a defined window at their convenience.

Automated proctoring also reduces the time hiring teams spend reviewing results. Instead of watching hours of video footage, reviewers focus only on AI-flagged incidents — cutting review time by up to 80% in many implementations.

Improved Candidate Experience

A well-implemented remote proctoring system improves the candidate experience by offering flexibility without sacrificing security. Candidates appreciate the ability to take assessments from their own environment, on their own schedule, without traveling to a test center.

The key is minimizing disruption. The best remote proctoring software runs quietly in the background, performing its monitoring functions without constant pop-ups or intrusive alerts that break a candidate's focus. When you improve the candidate experience during assessments, you also improve offer acceptance rates and employer brand perception — especially important in competitive tech hiring markets.

Challenges and Considerations of Remote Proctoring for Tech Assessments

Privacy and Data Security Concerns

Remote proctoring collects sensitive video recordings, audio, screen captures, biometric information, and government-issued ID images. Candidates rightfully have concerns about how this data is stored, who can access it, and how long it is retained.

Organizations must ensure their remote proctoring software provider complies with relevant data protection regulations, including GDPR, CCPA, and regional equivalents. Best practices include:

• Collecting only the data necessary for proctoring purposes
• Obtaining explicit candidate consent before recording begins
• Encrypting data in transit and at rest
• Defining clear data retention and deletion policies
• Conducting regular security audits and maintaining certifications (ISO 27001, SOC 2)

Transparency matters. Informing candidates upfront about what is being monitored and why builds trust and reduces assessment abandonment rates.

Accessibility for All Candidates

A remote proctoring system must work for all candidates, including those with disabilities. Screen-reader compatibility, adjustable time limits, alternative input methods, and accommodations for candidates who may need to look away from the screen frequently (due to visual impairments, for example) are all essential considerations.

Organizations should also account for varying technical environments. Not every candidate has a high-speed internet connection or a modern laptop with a high-resolution webcam. The proctoring system should define minimum requirements clearly and provide troubleshooting support for candidates who encounter technical issues during their assessment.

AI Accuracy and Bias

AI-based remote proctoring is not perfect. False positives — flagging innocent behavior as suspicious — create a poor candidate experience and waste reviewer time. False negatives — missing actual cheating — undermine the system's purpose.

Bias is a documented concern. Some facial recognition systems have shown lower accuracy rates for candidates with darker skin tones or those wearing head coverings. Eye-tracking algorithms can misinterpret natural gaze patterns in candidates who are neurodivergent.

To mitigate these risks, organizations should:

• Choose vendors that conduct regular algorithmic bias audits
• Maintain human review as the final decision layer (never rely solely on AI flags)
• Track false positive and negative rates across demographic groups
• Update AI models regularly with diverse training data

How to Choose the Right Remote Proctoring System for Tech Assessments

Key Features to Look for in a Remote Proctoring System

When evaluating a remote proctoring system for technical hiring, prioritize these capabilities:

• AI-powered monitoring: Facial recognition, eye tracking, audio analysis, and behavioral anomaly detection.
• Support for technical exam formats: The system should handle coding challenges, system design exercises, and MCQ-based theory tests — not just standard multiple-choice exams.
• Browser lockdown and secure environment: Full-screen enforcement, disabled copy-paste, restricted application switching.
• Integration with assessment platforms: Seamless connectivity with your existing tech assessment tools. Platforms like HackerEarth Assessments offer built-in proctoring features that eliminate the need for third-party integration entirely.
• Reporting and analytics: Detailed, timestamped incident reports with video evidence and severity scoring.
• Scalability: The ability to handle thousands of concurrent sessions without performance degradation.
• Compliance certifications: GDPR compliance, SOC 2, ISO 27001, and support for emerging regulations like the EU AI Act.

Comparison of Popular Remote Proctoring Systems

Several platforms serve the remote proctoring market. Here is how some of the well-known options compare for tech assessment use cases:

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For organizations specifically hiring developers, a platform that combines proctoring with a native coding environment — like FaceCode for live technical interviews — eliminates friction and reduces the number of tools in your hiring stack.

Implementation Considerations

Integrating remote proctoring into your existing tech assessment framework requires planning:

1. Define your proctoring requirements. Determine whether you need live proctoring, fully automated AI proctoring, or a hybrid approach based on the role level and assessment stakes.
2. Test the candidate workflow end-to-end. Before launching, complete the entire assessment as a candidate would — from identity verification through submission — to identify friction points.
3. Communicate with candidates. Provide clear instructions on system requirements, what will be monitored, and what to do if technical issues arise.
4. Train your hiring team. Reviewers need to understand how to interpret AI flags, view incident reports, and make fair decisions based on the evidence.
5. Iterate based on data. Track flag accuracy, candidate completion rates, and feedback to continuously refine your proctoring configuration.

Remote Proctoring Services: What to Expect

Services Provided by Remote Proctoring Companies

Remote proctoring services vary significantly between providers. Core offerings typically include:

• Automated AI monitoring: Always-on algorithmic surveillance during assessments.
• Live proctor support: Human monitors available in real time for high-stakes exams.
• Technical troubleshooting: Help desk support for candidates experiencing connectivity, hardware, or software issues during their session.
• Custom configuration: The ability to adjust monitoring sensitivity, define which behaviors trigger flags, and customize the candidate-facing interface.
• Post-assessment analytics: Dashboards and exportable reports summarizing candidate behavior, flag summaries, and integrity scores.

Some providers also offer managed proctoring services where the vendor handles the entire monitoring operation, freeing your internal team to focus on evaluating results rather than managing the proctoring process.

Pricing Models for Remote Proctoring

Remote proctoring pricing is influenced by several factors:

• Volume: Per-session pricing decreases with higher volumes. Enterprise plans often include unlimited sessions within a fixed subscription.
• Proctoring type: Fully automated AI proctoring is the most affordable option. Live proctoring costs more due to the human labor involved. Hybrid models fall somewhere in between.
• Feature set: Advanced AI capabilities (deepfake detection, biometric verification), custom integrations, and premium support tiers increase costs.
• Contract structure: Annual subscriptions typically offer better per-session rates than pay-as-you-go models.

For organizations evaluating cost, consider the total cost of ownership — not just per-session fees. A platform like HackerEarth that bundles proctoring with online coding assessments can be more cost-effective than purchasing separate assessment and proctoring tools.

The Future of Remote Proctoring for Tech Assessments

Emerging Trends in Remote Proctoring

The remote proctoring landscape continues to evolve rapidly. Key trends shaping the next wave of innovation include:

• Agentic AI proctoring: AI systems that do not just detect anomalies but autonomously make decisions — pausing a session when fraud is detected, requesting additional identity verification, or adjusting monitoring sensitivity based on real-time risk scoring.
• Deepfake and proxy detection: As generative AI makes it easier to create convincing video deepfakes, proctoring systems are deploying liveness detection and behavioral biometrics to verify that the person on camera is real and matches their verified identity.
• Mobile proctoring: With more candidates preferring mobile devices, proctoring systems are expanding to support smartphone-based assessments with camera monitoring and device lockdown.
• Biometric verification: Beyond facial recognition, voice biometrics and keystroke dynamics are emerging as additional identity verification layers.

Predictions for Remote Proctoring

AI will continue to drive the automation of proctoring workflows, reducing the need for human intervention to only the most complex edge cases. Expect AI accuracy to improve substantially as models are trained on larger, more diverse datasets — reducing both false positives and bias concerns.

The global online proctoring market, valued at approximately $1.2 billion in recent years, is projected to continue strong double-digit growth as remote and hybrid work models become permanent fixtures across industries. Organizations that invest in robust remote proctoring systems now will be better positioned to scale their technical hiring without compromising on assessment integrity.

Standardization is also on the horizon. As more organizations adopt remote proctoring, industry standards for data handling, AI transparency, and candidate rights will emerge — similar to how GDPR standardized data privacy practices.

Conclusion

Remote proctoring has become an essential component of credible, scalable tech assessments. Whether you are hiring a handful of senior engineers or screening thousands of campus candidates, the right remote proctoring system ensures that your assessment results reflect genuine candidate ability — not external help.

The technology has matured significantly. AI-based remote proctoring now offers scalable, cost-effective, and consistent monitoring that outperforms manual alternatives. But technology alone is not enough. The best implementations balance security with candidate experience, automate where possible while keeping human judgment in the loop, and maintain transparency about what is monitored and why.

As you evaluate remote proctoring solutions, prioritize platforms that integrate natively with your technical assessment workflow. A unified platform that combines coding assessments, live interviews, and built-in proctoring — like HackerEarth — reduces tool sprawl, simplifies implementation, and delivers a seamless experience for both hiring teams and candidates.

Start by auditing your current assessment process for integrity gaps, then match those gaps to the proctoring capabilities outlined in this guide. The right system is not the one with the most features — it is the one that fits your hiring volume, technical requirements, and candidate expectations.

Frequently Asked Questions

What is remote proctoring?

Remote proctoring is a technology-enabled method of supervising online exams from a distance. It uses webcams, microphones, screen monitoring, and AI algorithms to observe candidates during assessments, ensuring exam integrity without requiring physical test centers or in-person invigilators.

How does remote proctoring work for tech assessments?

For tech assessments, remote proctoring follows a structured process: the candidate verifies their identity via webcam and ID, performs an environment scan, and then completes the assessment while AI and/or live proctors monitor their webcam feed, audio, and screen activity. Suspicious behavior is flagged and compiled into a report for the hiring team to review.

What is the role of AI in remote proctoring?

AI automates the monitoring process by using facial recognition to verify identity, eye tracking to detect off-screen reading, audio analysis to identify background voices, and behavioral algorithms to flag anomalies like rapid copy-pasting or application switching. AI enables scalable proctoring across thousands of concurrent sessions.

What are the benefits of using remote proctoring?

Key benefits include maintaining assessment integrity at scale, reducing costs by eliminating physical test centers, improving efficiency through automated monitoring and AI-powered analytics, and enhancing the candidate experience by allowing flexible, location-independent testing.

How do I select the best remote proctoring system?

Look for AI-powered monitoring capabilities, support for technical exam formats (coding, system design), browser lockdown features, integration with your existing assessment platform, robust reporting and analytics, compliance certifications (GDPR, SOC 2), and the ability to scale to your candidate volume.

What are the challenges of remote proctoring?

Primary challenges include candidate privacy concerns around data collection, accessibility barriers for candidates with disabilities or limited technology access, and AI accuracy issues such as false positives and potential algorithmic bias. These can be mitigated through transparent data policies, accessibility accommodations, regular bias audits, and maintaining human review as the final decision layer.

The conventional methods of recruiting can no longer keep up with the rapidly changing landscape of the tech world. With it becoming increasingly difficult to find skilled talent, recruiters have to think out of the box to attract and retain the best candidates out there.

How can that be done? Technology, of course. It is the one-stop solution for most of the challenges in the tech industry. There are automated tools for every step of the recruiting lifecycle, from sourcing to onboarding.

However, there is a lot of noise in this space, and it can be hard to tell what’s real from what’s simply a good marketing pitch. You may not need tech recruiting tools for all the stages of hiring. Depending on your requirements, do your research and choose wisely.

Tech recruiting technology tools for each stage of the hiring process

Job aggregator tools for sourcing

Talent sourcing takes up a huge chunk of time for recruiters. Without the help of sourcing tools, it will be akin to searching for a needle in a haystack. Automated job aggregator tools make it easy to grow your talent pipeline. There are plenty of avenues like job portals, placement agencies, social media, and hiring challenges to source candidates from.

Job boards and job aggregators are fundamental to the recruiting ecosystem because direct applicants make up 48% of all hires. Let’s take a look at the key features of this recruiting tool for recruiters:

• increases the visibility of your job postings across a wide range of job boards/portals
• carry out an in-depth search of candidates using filters like skills, experience, location, etc. to spot the best ones
• find resumes, contact information, online portfolios, etc., and gather the data under one profile for each candidate. These profiles can be quickly added to your pipeline and you can engage with them over a period of time
• make a quick assessment of the candidate based on their portfolio and projects
• All the data related to a candidate can be stored on one platform with easy accessibility to the entire HR team

Job aggregators to keep in mind:

• Indeed is said to be the largest platform for external hires with 75% of job applications coming in and 47% of all hires in the US
• Glassdoor has its own job board where 83% of its 64 million monthly users are currently looking for a job
• LinkedIn provides a Job Search Tool with advanced search capabilities and can filter out results based on location, skills, industry, and recommendations

Standalone applicant tracking systems (ATS)

Using numerous job boards and portals for posting your job vacancies can quickly become exhausting if you have to do it manually. A study by GetApp shows that 86% of recruiters say using an ATS has increased the speed at which they hire candidates.

A good ATS, recruitment technology tool offers capabilities like:

• job opening posting across multiple job boards and websites
• automated screening of candidates, and their resumes, which also decreases human bias and errors
• database assistance where you can store all applicants’ information
• view the status of each candidate throughout the interview process
• send out assessment invites from the ATS itself to the selected candidates and prepare a performance report in real-time
• initiate offer letters directly from the ATS, get them signed by the candidates and save the documents digitally on the cloud

Offering most of the features listed above, we have some good ATS options in the mix like:

• Lever, a San Francisco startup, focuses on diversity and metric-based recruiting
• Naukri RMS, automates the hiring process from end-to-end
• LinkedIn Talent Hub, allows customers to source, manage, and hire in one integrated platform

Recruitment CRM tools for engagement

Waiting for a role to open to begin scouting for skilled developers is not a good idea. Instead, build and maintain a talent pool of passive candidates. Keep them engaged with company updates and relevant content so that you know exactly whom to approach for any role when the time comes. This is where recruitment CRM tools step in. They help in:

• building a personal connection with the candidates during the hiring process
• keep your candidates in the know by sending timely updates at each stage of the process
• reduce time-to-hire by eliminating manual data entry and increase productivity with collaborative hiring
• effectively engage prospective candidates through social media
• nurture and engage candidates who were not hired in this phase but can be given an opportunity in the future

Recruitment CRM tools that need to be tried out for yourself:

• Zoho has a cloud-based CRM platform that offers diverse solutions for building a relationship with your candidates
• Yello provides an automated talent acquisition platform with a variety of services
• Beamery, a London-based startup offers self-styled recruitment marketing software

Tech screening and assessment software

With scores of applications coming in, it is a huge task for recruiters to identify the ones worth talking to. Do the applicants with great resumes possess the skills that they say they have? The technical screening round is designed to filter candidates who exhibit the skills they listed on their resumes. Additionally, assessments are an effective way to test the behavioral and technical skills of developers. Coding assessment tools provide features like:

• create highly accurate coding assessments or even custom ones based on the job role/skills/experience with minimum technical knowledge
• make use of an extensive inbuilt library of questions across programming languages and skills with a robust proctoring system
• set standard benchmarks for performance to shortlist candidates easily
• sync seamlessly with your existing ATS to keep candidate information in one place

Screening tools that make the lives of recruiters easy:

• HackerEarth Assessments helps you to objectively evaluate developers with a rich library of 13K+ questions across 80+ skills and shortlist candidates based purely on their performance
• DevSkiller provides an automated technical screening platform that assesses candidates based on their skills
• CodeSignal offers coding tests and assessments for hiring at scale

Further Reading

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Coding interview tools

HackerEarth’s recent developer survey showed that 40% of developers preferred to be interviewed on interview tools that are equipped with code editors and video conferencing. For a fair and objective screening and evaluation of the applicants, coding interview tools are the best choice. They offer features such as:

• conduct structured interviews with standard evaluation parameters
• have real-time code editors with built-in compilers (doing away with whiteboards)
• allow pair-programming
• have AI-powered functionalities
• provide real-time feedback and automated summary of each interview
• enable blind interviewing to combat bias in the process

Coding interview tools that come with most of the functionalities given above:

• FaceCode allows you to invite and conduct coding interviews on a collaborative, real-time code editor that also automates your interview summaries
• CoderPad offers an intuitive programming interface that enables you to leave the whiteboard behind
• CodeBunk provides an online real-time editor and compiler for interviewing developers

Background check tech recruiting tools

You are ready to roll out the offer letter as the selected candidate has excelled in all the rounds of interviews. It is advisable to conduct a background check before that to avoid making a bad hire as well as for additional security purposes. Some advanced features of such tools include:

• an applicant’s ID verification, credit check, drug screening, and social media check
• an applicant’s civil court records, motor vehicle records, and fingerprints for a more detailed verification
• recruiters can create custom screening packages according to job role or department

This helps create a fuller picture of the candidate to deem whether they will be a good fit for the company. Some useful tools to try out include:

• GoodHire provides an easy employee background check experience with its pre-bundled and custom-designed packages
• Sterling helps create safer environments for your employees with its myriad background check services
• Verified First enables accelerated background screening of candidates with its platform

Onboarding and core HR management software

Onboarding tools

Recruitment doesn’t end once the candidate signs the offer letter. There’s still the matter of onboarding. You are given one shot to make a great first impression on your new joiner and you do not want them to be blinded by paperwork.

With nearly 58% of organizations focusing their onboarding programs on lengthy processes and paperwork, only 12% of employees feel that their organization does a great job of onboarding. This is a wake-up call for organizations to switch to suitable tools for onboarding.

Now, let’s help make onboarding enjoyable for you and the candidate with the latest tech recruiting tools in the market. They have automated capabilities to:

• help new hires self-onboard themselves with a checklist of tasks
• finish filling out paperwork like offer letters, tax forms, and company NDAs ahead of time
• customize the onboarding workflows like creating email addresses, allocating company devices, etc. for different candidates
• introduce them to the rest of the team with welcome emails

HR management tools

Now that you have onboarded your new joiners, the next step is to ensure they have an easy and hassle-free employee experience. An integrated HR management tool allows you to manage the entire employee lifecycle from a single platform.

• has self-service options for availing leaves, travel reimbursements, and timesheet entry
• takes care of performance management and employee engagement
• provides payroll and tax filing services
• encourages internal collaboration among employees
• maintains a database of existing employees’ profiles

Tools that offer services for the complete employee lifecycle:

• BambooHR takes care of onboarding, compensation of employees, and building culture at the workplace with its integrated platform
• Leapsome enables companies to carry out performance management, personalized development, onboarding new hires and so much more
• Darwinbox provides an end-to-end HRMS Suite and provides services for all stages of the employee lifecycle

Your employees are the foundation of your company. Therefore, the onus falls on you, as recruiters, to give them the best possible experience. Armed with this toolkit of tech recruiting tools, you can simplify your entire hiring process and keep your employees happy, at the same time.

FAQs on tech recruiting tools for recruiters:

#1 How can tech recruiting tools benefit my hiring process?

Tech recruiting tools can save time and increase efficiency in the recruitment process. Additionally, they also provide valuable data and insights into the recruitment process, helping businesses make informed decisions about their hiring needs and strategies.

#2 What is the difference between an applicant tracking system (ATS) and a recruiting tool?

An applicant tracking system (ATS) is a specific type of recruiting tool that is designed to manage and track resumes and job applications. While all ATSs are recruiting tools, not all recruiting tools are ATSs.

#3 How can I integrate tech recruiting tools into my existing recruitment process?

Integrating tech recruiting tools into your existing recruitment process can vary depending on the tool you choose and your current recruitment process. Some tools offer seamless integration with other HR and recruitment software, while others may require more manual setup and configuration. Be sure to consider the level of integration offered by each platform when choosing a tech recruiting tool.

#4 How to use social media as a recruiting tool?

Using social media as a recruiting tool can be an effective way to reach and engage with potential candidates. Here are some tips on how to use social media effectively for recruiting:

• Choose the right platforms: Consider which platforms your target audience is using and focus your efforts on those. For example, LinkedIn is ideal for professional networking and job postings, while Instagram and Snapchat can be useful for reaching younger candidates.
• Create a company profile: Establish a company profile on the social media platforms you’ve chosen and make sure it’s professional, up-to-date, and provides a good representation of your company culture.
• Post job opportunities: Regularly post job opportunities on your social media profiles and encourage your followers to share the opportunities with their networks.
• Engage with your followers: Respond to comments and messages, and share content that your followers might find interesting or relevant to the job.
• Utilize employee advocacy: Encourage your employees to share your job postings and company culture on their personal social media accounts. This can help expand your reach and increase the credibility of your company.
• Measure your success: Use analytics tools to track the success of your social media recruiting efforts, including the number of job views, applications, and hires generated from each platform.
• Keep it professional: Remember to maintain a professional tone and image when using social media for recruiting. Avoid making any discriminatory comments or posting anything that could damage the reputation of your company.

#5 What tools do tech recruiters use?

There are several tools and platforms that can be used in tech recruitment to make the hiring process more efficient and effective. Some of the important ones are:

• Applicant Tracking Systems (ATS): An ATS is a software tool that helps to streamline the recruitment process by automating many of the tasks involved, such as tracking resumes, scheduling interviews, and generating reports.
• Job boards: Recruiters use job boards like Indeed, Glassdoor, and LinkedIn to post job openings and search for potential candidates.
• Video conferencing software: With the increasing trend of remote work, video conferencing software such as Zoom, Skype, or Google Meet has become an indispensable tool for conducting virtual interviews.
• Employee Referral Programs: Such programs encourage current employees to refer friends, family members, or acquaintances who they think would be a good fit for the company.
• Pre-employment assessment tools: Employ pre-employment assessments to determine a candidate’s skills, personality, and work style, which can be useful in making hiring decisions.
• Social media: Use social media platforms such as Twitter, Facebook, and LinkedIn to connect with potential candidates and promote job openings.
• Chatbots: Integrate chatbots into a company’s website or career page to assist with frequently asked questions, schedule interviews, and collect candidate information.