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AI skills verification platforms: 4 factors to look for before you invest

In today’s ever-evolving hiring landscape, companies are continuously looking for better ways to identify and retain top talent.

Traditional hiring practices are no longer enough to predict job performance or uncover real-world capabilities.

And this is where AI skills verification platforms come in.

Key takeaways

AI powered assessments are a new hiring tool that allows HR teams to move toward a skills-based hiring model.

By using skills assessments to evaluate candidates on what they can actually do, organizations can make more accurate, fair, and data-driven hiring decisions.

These platforms help identify verified skills, uncover skills gaps, and simulate real-world scenarios that reflect the demands of the job.

But with dozens of platforms on the market, how do you choose the right one?

Here are four essential factors to consider before investing in an AI skills verification platform.

Skill validation backed by data

Skill validation removes guesswork, ensuring hiring decisions reflect real performance.

Factor 1: Provides skill coverage that matches your hiring needs

The first and most obvious factor is whether the platform can assess the practical skills relevant to your open job roles. Whether you’re hiring for technical skills like coding or soft skills like communication and collaboration, your platform should offer a wide range of skills tests that reflect the demands of your industry.

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Look for platforms that support:

These types of assessments will reflect the full spectrum of the skills you need for a variety of roles, which will help you identify top talent with confidence.

Factor 2: Allows for customization to your organization and workflow

No two companies—or roles—are exactly alike.

Your assessment platform should allow you to tailor assessments to match your specific job descriptions, workflows, and hiring strategy.

Customization features to look for include:

These types of customizable features will ensure that your hiring managers are evaluating candidates based on the actual demands of the role, not just generic benchmarks.

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Skill validation for lasting success

From hiring to development, skill validation helps track growth, close gaps, and align talent with your company’s evolving needs.

Factor 3: Prioritizes AI accuracy and transparency

If you’re going to invest in an AI-powered tool, it’s critical that you choose a platform that works with you to understand artificial intelligence and the ways in which it’s used in the hiring process.

A trustworthy platform should offer explainable AI, meaning it shows you why a candidate was scored the way they were, and how well they met objectives.

Here are a few ways it can do this:

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Transparent scoring models:

The platform should disclose how it calculates scores, ranks candidates, and identifies verified skills so your hiring managers can trust the results.

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Audit trails and reporting:

Look for tools that provide detailed logs of candidate performance, including how each question was answered.

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Outcome-based learning:

Using real hiring outcomes, the platform should help to predict job performance and align with your talent strategy.

By prioritizing accuracy and transparency, you ensure that your hiring assessments are not only effective but also ethical and aligned with your company’s values.

Factor 4: Includes robust anti-cheating and test integrity features

As remote hiring becomes the norm, maintaining test integrity is more important than ever.

You need to ensure that your skills assessment platform reflects the candidate’s true abilities—not just what’s on their resume.

Look for platforms that prioritize secure testing environments, identity verification, IP tracking, and reliable reporting.

These safeguards help you avoid unqualified candidates slipping through and ensure that your hiring process remains fair and reliable.

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Build teams with skill validation

Match candidates to the right roles by validating their abilities through real-world assessments—not guesswork.

Invest in smarter hiring. Invest in CodeSignal.

In a hiring world shaped by AI-polished resumes, being able to assess a candidate’s true skills has become a non-negotiable.

Well-designed assessments are the key to unlocking verified skills, revealing real-world capabilities, and making confident, data-driven decisions that align with your business goals.

Whether you’re refining your hiring process, benchmarking technical skills and soft skills, or designing training programs that reflect evolving job roles, CodeSignal is the AI-native hiring and learning platform that can deliver the precision and flexibility you need.

With tools for predictive assessments, skill benchmarking, and career pathing, CodeSignal empowers you to build a more agile, future-ready workforce…one skill at a time.

If you’re ready to elevate your talent strategy, it’s time to embrace skills validation. Get started with CodeSignal today.

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Tigran Sloyan

Author, Co-Founder, CEO @ CodeSignal, Contributor @ Forbes and Fast Company

CodeSignal is how the world discovers and develops the skills that will shape the future. Our skills platform empowers you to go beyond skills gaps with hiring and AI-powered learning tools that help you and your team cultivate the skills needed to level up.