Evidence-based job matching

Match your CV to a job description

A useful CV match shows what a job posting asks for, what your CV actually supports, and which details still need your confirmation.

Free job search · 3 one-time full job unlocks per account · no free Beta trial

How the preview works

Find jobs that fit your CV

Search for a role or field and a location first. NEUMEN checks connected job sources and shows initial results without requiring an account. You can then choose your CV for a more precise comparison with the visible requirements of those jobs. A CV is an optional improvement to the search, not a requirement to begin.

  1. 01

    Search

    Enter the type of work and where you want to work.

  2. 02

    Add your CV

    Use the public preview to refine the match. The original CV is processed for this preview and is not stored as an account document.

  3. 03

    Review the evidence

    Compare supported requirements with points that need checking. A missing mention is not the same as a missing skill.

  4. 04

    Save if useful

    Create an account only when you want to keep the displayed match and skill signals.

Example

What a careful match looks like

supportedPython

Your CV explicitly describes work with Python.

openThree years of leadership

Your CV mentions leadership but gives no confirmed duration. NEUMEN should ask rather than invent the number.

openWork authorization

If a role requires it and you have not confirmed it, it remains a question.

Common questions

What the match does and does not mean

Is a high match a hiring probability?

No. It describes how visible job requirements compare with recognized or confirmed skills.

Will NEUMEN rewrite my original CV?

No. The public preview checks signals. Any later application document is a separate derived version; the original remains unchanged.

Does “not found” mean I do not have a skill?

No. It means that the current evidence does not confirm it. You can provide or confirm missing details yourself.

Try the search

Start with real jobs, then add your CV if useful.

Find matching jobsLearn about applications →