Build a CV story recruiters can understand faster.

On this page

• Why scanning matters
• Start with the hierarchy
• Use evidence selectively
• Keep language recognizable
• A quick review checklist

Why scanning matters

Recruiters and hiring teams often need to understand a lot of information quickly. That does not mean your CV should become shallow. It means the structure should help the reader find the right depth in the right order.

A useful hierarchy lets the reader answer three questions early: what did you do, what kind of work was it, and what evidence supports the claim?

Start with the hierarchy

Before rewriting individual sentences, check whether the overall structure makes sense. Role, company, dates and responsibilities should be easy to locate. Important evidence should not be buried under long paragraphs.

• Use consistent role and company structure.
• Group related responsibilities instead of creating a wall of bullets.
• Give the strongest evidence enough visual priority to be noticed.

Use evidence selectively

Evidence is useful when it makes a responsibility more concrete. Scope, scale, outcome, ownership or decision context can help, but only when the information is real and relevant.

Keep language recognizable

A polished CV should still sound like your experience. AI can help with clarity and structure, but it should not introduce achievements you did not provide, inflate certainty or make every sentence sound the same.

A quick review checklist

• Can I understand each role quickly?
• Are responsibilities grouped logically?
• Is evidence included where it genuinely helps?
• Are claims accurate and supportable?
• Does the language still sound like my experience?