As organizations shift toward a skills-based approach, L&D leaders are rethinking traditional training models. Static, one-size-fits-all programs are being replaced by skills-first strategies that prioritize measuring and developing the capabilities employees need to thrive in their current roles — or grow into future ones.

Skills-based training focuses on measurable competencies tied to performance. Instead of relying solely on credentials or tenure, this approach zeroes in on what an employee can do and what they need to learn next. With global talent shortages projected to reach 85 million people within the next five years, the need to upskill and reskill the workforce has never been more urgent. Beyond just filling roles, it’s about nurturing each employee based on their unique potential.

The benefits of skills-based training include:

The message is clear: A skills-based L&D strategy doesn’t just help employees grow — it can help businesses thrive.

The Need for More Targeted Training Solutions

Skills-based learning can help reignite employee engagement by supporting career development that aligns with individual interests. But to develop the right skills, learning leaders first need to identify where the gaps are. According to Cornerstone’s 2024 Workforce Readiness Gap report, 78% of employers lack visibility into the skills within their organizations — making it difficult for L&D teams to know what to train for.

By partnering with technology providers and using AI-based tools, L&D leaders can design skills assessments that reveal areas for improvement at both the individual and organizational levels.

The insights from these assessments can allow teams to segment learners based on their needs and deliver targeted development opportunities — whether through coaching, eLearning courses, or on-the-job training.

How Learning Leaders Can Use AI to Create Skills-Based Assessments

Implementing AI-driven skills assessments can help L&D teams personalize learning, track progress, and align training with real job requirements. Here’s how learning leaders in any industry can get started:

  1. Identify key skills for roles and career paths.

Start by defining the skills most critical to success in each role — both current and future. Collaborate with managers and high-performing employees to map out core competencies.

  1. Leverage AI to analyze job data and performance trends.

Use AI tools to scan job descriptions, performance reviews and even external labor market data to validate the relevance of each skill. This helps you stay aligned with real-world demands.

  1. Choose an AI-powered assessment platform.

Select a platform that can create dynamic, adaptive assessments tailored to your organization’s needs. Look for features like natural language processing, predictive analytics and role-based skill gap analysis.

  1. Create targeted, role-specific assessments.

Build assessments that test practical application of skills — not just theoretical knowledge. AI can generate scenario-based or real-time simulations to better evaluate an employee’s capability in context.

  1. Integrate with your LMS or learning ecosystem.

Ensure assessments are embedded into your learning platform or workflow. This allows AI to continuously adjust learning paths based on performance data and evolving skill needs.

  1. Use assessment insights to personalize development.

Let the data guide personalized learning journeys. AI can suggest targeted courses, projects, or mentoring opportunities to address specific gaps — optimizing time and outcomes.

  1. Track skill growth and reassess regularly.

AI makes it easy to track progress over time and reassess employees as roles evolve. Set benchmarks and use dashboards to measure both individual and organizational skill development.

Employers are Winning with Skills-First Initiatives

Just recently, Walmart spearheaded the Skills-First Initiative in partnership with The Burning Glass Institute and other leading enterprises, demonstrating their commitment to enabling skills development, especially for front-line employees. Part of their work will be supporting organizations to understand and measure the skills they need.

Delta offers on-demand skills training and development programs for employees. Launched in 2023, and labelled as the iGrow program, skill competencies are mapped to employee performance outcomes. Like other enterprises running skills-first, Delta also has leadership training programs.

As organizations face increasing pressure to develop talent from within, the question is no longer if they should measure skills, but how. AI-based assessments offer teams a scalable, consistent, and objective way to embed skills-first principles into workforce development. AI skills assessments can help employers to elevate employee performance, drive internal mobility, and build more resilient teams.

Is your organization measuring what truly matters in learning, or just tracking completions?