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Resume vs evidence: what each one shows when screening candidates

The resume tells you what the candidate states; assessed evidence shows you a comparable signal of what they can do. What each one shows and how they complement each other.

5 min read By Equipo Kokoro · Updated June 2026

When screening candidates, the resume is almost always the first —and sometimes the only— source of information. It’s useful, but partial. It’s worth understanding what the resume really sees and what it’s missing, so you can complement it instead of depending on it alone.

What the resume sees

The resume orders the career path: where they worked, what they studied, what they claim to have achieved. It helps you understand a person’s trajectory. Its limits:

  • It states, it doesn’t demonstrate. “Advanced Excel” or “team leadership” are claims, not evidence.
  • It isn’t comparable. Two resumes saying “exceeded the target” don’t mean the same thing without context.
  • Today it’s easy to polish. With AI, almost any resume looks flawless (we cover this in the resume isn’t enough).

What the evidence sees

Assessed evidence shows how the candidate responds in the role’s competencies: reasoning, communication, attention to detail, whatever the position demands. Its strength:

  • It’s comparable. All candidates go through the same role criteria.
  • It shows capabilities, not just trajectory.
  • It doesn’t depend on how the resume was written.

How they complement each other

The best filter isn’t resume or evidence, it’s resume and evidence. The resume gives you the context of the trajectory; the evidence gives you a comparable signal to order who to interview. Together, you decide better and with less writing bias.

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In short

The resume states and orders the trajectory; assessed evidence provides a comparable signal of capabilities for the role. You don’t have to choose: they complement each other to decide who to interview with more context. See what the report looks like or explore the library.

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