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Senior Safety and evaluation, project

CommitmentFull or near-full time, for a fixed scope
LocationRemote, UK hours
Advertised day rateNothing published
What this is

This is a place on the Over Unity register, not a contract of employment and not a role at Over Unity. We assess specialists against a published rubric and introduce them to companies hiring for this work. Any engagement that follows is between you and that company. You are never charged a fee at any point, for anything.

The work

Designs the tests that say whether a system is good enough to ship.

A defined outcome with a defined end. The scope is agreed before you start, and changing it is a new conversation rather than a favour.

The bar

You have owned delivery of this work, end to end, on something that reached real users.

Why this one is hard to judge. Writing an eval is easy. Writing one that would actually have caught the failure is not.

What we ask to see

  • An evaluation suite you designed, and what it was allowed to fail
  • A time an evaluation passed and the system was still not fit to ship
  • The evaluation you retired because it had stopped measuring anything

One solid item beats five vague ones. A referee we can actually call beats a link to a landing page.

What gets an application declined

  • The only evidence offered is a certification, a course, or a job title
  • Every piece of evidence is under an NDA and no sanitised version or referee is offered
  • The work described is entirely a demonstration, a proof of concept, or a hackathon
  • More than six disciplines are claimed, which we read as a signal that none has been assessed

If we decline you, the reason is written down and sent to you. The software refuses a decline without one.

What it pays

Nothing is published for this discipline in the UK advertised market, so there is no figure to give you and we are not going to invent one.

AI safety does not exist as a title in the UK advertised market. What little there is sits inside research posts at a handful of labs and is not advertised with a figure.

The full figures for safety and evaluation
ApplyWhat we will ask you

Posted 2026-08-08. Valid to 2026-11-06. Reference project-ai-safety-evals-senior.

Over Unity makes introductions between hirers and independent specialists. It is not a party to any engagement, does not hold or transfer payments, and does not determine employment status. Specialists are never charged a fee.