Skip to content Skip to footer

Looking to invest in AI skills validation? Mistakes to avoid (that hinder your success)

When it comes to hiring, most HR teams know that the right talent can be a challenge to find.

And while traditional methods, such as resumes, references, and face-to-face interviews are still a valuable part of the process, they often fall short in fully revealing whether a candidate has the skills needed to succeed in the role.

This is why more HR directors are turning to skills validation platforms to help them find the right talent for each role in their organization.

Key takeaways

Whether you’re a recruiter, HR leader, or business executive, understanding how to validate a candidate’s skills effectively is essential for building agile, high-performing teams.

Let’s look at 6 practical steps that can help any organization implement a successful skills validation strategy.

#1: Define the skills required for each role

Before you can assess anything, you need clarity on the skills required for any and all positions you’re hiring for.

This includes such things as:

When determining the skills needed for a certain position, you’ll want to start by analyzing your current job titles, team performance, and future goals. It’s also a good idea to collaborate with department leads to identify both foundational and advanced skills needed for each role.

This step ensures your assessments are aligned with real business outcomes and not just generic benchmarks.

Skill validation backed by data

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

#2: Choose the right tools for your skills assessment

Not all skills assessment tools will work the same for every position.

To bring the right skills validation into your organization, look for platforms that offer:

The best assessment tools will be able to analyze performance data, flag qualified candidates, and even predict long-term success. Some platforms also incorporate generative AI to personalize assessments based on your organization’s needs and adapt to different learning styles.

#3. Incorporate verifiable evidence into the hiring process

To make informed decisions, hiring teams need more than self-reported skills—they also need verifiable evidence.

Here’s what this evidence includes:

Business professionals collaborating on a business plan at a conference table with documents and laptops.

By using a good skills validation process to track and analyze data, hiring managers can reduce any bias they may have and ensure that their candidates are evaluated based on what they can actually do, not just what they claim to know.

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.

#4. Align skills validation with internal career plans and growth

Skills validation isn’t just for new hires. It’s a powerful tool for supporting internal mobility and employee development.

By regularly assessing the skills developed by current employees, organizations can:

This approach boosts retention and helps future-proof your workforce by continuously adapting to new technologies and market shifts.

#5. Adopt skills-based hiring across the organization

To truly benefit from a skills validation process, companies must adopt this type of hiring as a core philosophy throughout the entire organization.

This means ensuring that all departments are on board and aligned in their approach to defining, assessing, and prioritizing skills over traditional credentials, such as degrees or job titles.

From HR and talent acquisition to department leads and executive leadership, everyone should embrace a shared commitment to evaluating candidates based on their ability to perform in real-world scenarios.

People at tables with laptops, some raising their hands, engaged in a collaborative discussion or learning session.

Build teams with skill validation

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

#6. Continuously improve through data and feedback

Yet another valuable step in the skills validation process is to treat it as an evolving process. Use data from assessments, hiring outcomes, and employee performance to refine your methods.

Ask the following:

  • Are we accurately predicting job success?
  • Are our assessments inclusive and fair?
  • Are we keeping pace with skills demand in our industry?

Regular feedback from hiring managers, employees, and candidates will help you improve your approach and stay ahead of the curve.

As employment needs continue to evolve, so should your validation strategy.

Build a future-proof hiring strategy with CodeSignal

In a world where resumes can be crafted by generative AI and job titles often mask the true depth of a candidate’s abilities, relying on traditional hiring methods is no longer enough.

At CodeSignal, we empower organizations to make data-driven, confident hiring decisions by focusing on what truly matters: what candidates can do on the job.

Whether you’re aiming to refine your hiring process, benchmark technical and soft skills, or align training programs with the skills required for tomorrow’s roles, CodeSignal delivers the hiring and learning solutions to make it happen.

Two women in business attire collaborating while looking at a laptop screen.

From predictive assessments and performance analytics to career pathing and internal mobility support, CodeSignal helps you build a future-ready workforce, one validated skill at a time.

If you’re ready to hire with clarity, agility, and confidence, it’s time to bring skills validation into your strategy. Get started with CodeSignal—and start hiring for what really matters.

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.