CVs Are Not Truth: Why Skills Signals Beat "Experience"
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Hiring StrategyFeb 3, 20261 min read

CVs Are Not Truth: Why Skills Signals Beat "Experience"

Plato Team

Plato

CV-first hiring is the reason most companies make the same mistake repeatedly: they hire on claims instead of evidence.

A CV is a marketing document. It can be polished, exaggerated, or written in a way that makes average work look impressive. Meanwhile, the job doesn't care about formatting—it cares about whether someone can actually execute.

Why CV-first hiring breaks

Titles are inconsistent — "Senior" means different things in different companies.

Years don't equal skill — two people can have "3 years experience" and one is miles ahead.

Confidence gets rewarded — strong talkers often sound competent even when results don't exist.

Pedigree bias creeps in — school and brand names start replacing real evaluation.

What you should hire on instead: skills signals

A skills signal is anything that proves capability with real substance, not vibes. Examples:

  • A short role-relevant work sample
  • Structured interview answers scored with a rubric
  • Clear examples of impact (with numbers or outcomes)
  • Consistency across multiple questions and stages

The goal isn't to "test harder." The goal is to collect proof.

Final takeaway

A CV is a starting point, not a verdict. If you want fewer regret hires, build your process around skills signals—not storytelling.

Book a demo to see Plato in action.

Related Topics:

Skills-Based HiringRecruitingHiring

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