New research from AI screening platform Cangrade found that Generation Z and millennial workers are 18% below average in critical thinking, 17% below average in attention to detail and 10% below average in creative problem solving when assessed against the five soft skills most commonly required in AI-related job postings. Communication was a clear strength, with younger workers scoring 14% above average, but strategic thinking was essentially flat.

The Cangrade report analyzed 200 AI-related job postings, nearly 72,000 validated workforce assessments and 40 competencies. Across every sector, 83% of AI-related postings required at least three of those five soft skills. The three areas where younger workers underperformed represent, in the report’s words, “the very skills most essential to humans in the AI era” because AI systems “generate confident but sometimes incorrect outputs,” which makes human skepticism and judgment non-negotiable at the review stage.

Gershon Goren, founder and CEO of Cangrade, put it plainly: “AI makes execution easier, but it increases the premium on judgment. If organizations assume AI will compensate for reasoning gaps, they risk scaling errors instead of performance.” The implication for HR and L&D leaders is direct: the skills organizations most need from human workers in AI-augmented roles are the ones least present in the incoming workforce cohort.

The compounding effect is what makes this finding strategically significant beyond the numbers. Employers simultaneously deploying AI hiring tools and AI work tools may be selecting and developing workers against the wrong signals. Cangrade recommends measuring critical skills directly via validated assessments rather than relying on resumes and interviews, which may not accurately predict reasoning ability. That recommendation points toward a structural change in both recruiting criteria and L&D investment priorities for the HR function.

For more on how AI hiring systems are changing the talent signals employers rely on, see AI Hiring Tools Are Producing the Exact Problem They Were Built to Solve.

Source: HR Dive