For Heads of AI and CTOs at UK companies

Hire AI engineers who’ve already put AI into production.

Every candidate is assessed by a senior engineer before you meet them. Your first arrives within 10 working days.

If any of this sounds familiar

01

Your pilots work well in demos, but aren't live yet.

02

The role has been open for a while, and every CV mentions LLMs, RAG and MLOps.

03

You've ended up screening CVs yourself.

04

You've interviewed people who looked right on paper but couldn't do the job.

The engineers are out there. They’re just not applying.

In our experience, the people who’ve done this well already have jobs and aren’t looking. It’s also hard to tell, from a CV alone, who has run AI in production and who has only worked around it.

So we focus on finding fewer people, and checking properly.

How it works

After they start
Day 1

We’ll give you an honest view of the role, including what it should pay and whether we can help.

Days 2–10

We approach engineers who aren’t on the market, and assess each one before you see them.

Day 10

Your first verified candidate.

Day 15

A shortlist of three to five.

After they start

We stay in touch with you both.

What you receive with each candidate

1 / 3

Example. Not a real candidate.

1 / 3

Priya S. · Senior MLOps Engineer

Technical interview

References

ID verified

Strongest

Deployment

4/4

Cost control

4/4

Weakest

Retraining pipelines

2/4

Summary

Ran model serving for a fraud detection system at around 2,000 requests per second. Clear ownership of deployment and monitoring.

Counter-offer risk

Low

The full scorecard also covers every assessed area, the assessor’s recommendation and what to probe in your interview.

Example. Not a real candidate.

2 / 3

Daniel O. · ML Platform Engineer

Technical interview

References

ID verified

Strongest

Infrastructure

4/4

Monitoring

3/4

Incident response

3/4

Weakest

LLM evaluation

2/4

Summary

Built and ran the model deployment platform for a UK insurer, serving around 40 models. Led the move from batch to real-time scoring.

Counter-offer risk

Medium

The full scorecard also covers every assessed area, the assessor’s recommendation and what to probe in your interview.

Example. Not a real candidate.

3 / 3

Amira K. · Senior AI Engineer

Technical interview

References

ID verified

Strongest

Evaluation

4/4

LLM applications

3/4

Weakest

Infrastructure

1/4

Cost control

2/4

Summary

Shipped a retrieval-based assistant used by around 3,000 staff at a professional services firm. Owned evaluation and guardrails end to end.

Counter-offer risk

Low

The full scorecard also covers every assessed area, the assessor’s recommendation and what to probe in your interview.

1 / 3

Example. Not a real candidate.

1 / 3

Priya S. · Senior MLOps Engineer

Technical interview

References

ID verified

Strongest

Deployment

4/4

Cost control

4/4

Weakest

Retraining pipelines

2/4

Summary

Ran model serving for a fraud detection system at around 2,000 requests per second. Clear ownership of deployment and monitoring.

Counter-offer risk

Low

The full scorecard also covers every assessed area, the assessor’s recommendation and what to probe in your interview.

Example. Not a real candidate.

2 / 3

Daniel O. · ML Platform Engineer

Technical interview

References

ID verified

Strongest

Infrastructure

4/4

Monitoring

3/4

Incident response

3/4

Weakest

LLM evaluation

2/4

Summary

Built and ran the model deployment platform for a UK insurer, serving around 40 models. Led the move from batch to real-time scoring.

Counter-offer risk

Medium

The full scorecard also covers every assessed area, the assessor’s recommendation and what to probe in your interview.

Example. Not a real candidate.

3 / 3

Amira K. · Senior AI Engineer

Technical interview

References

ID verified

Strongest

Evaluation

4/4

LLM applications

3/4

Weakest

Infrastructure

1/4

Cost control

2/4

Summary

Shipped a retrieval-based assistant used by around 3,000 staff at a professional services firm. Owned evaluation and guardrails end to end.

Counter-offer risk

Low

The full scorecard also covers every assessed area, the assessor’s recommendation and what to probe in your interview.

Assessments are led by an engineer with 30 years’ experience building production systems for tier-one banks.

What good looks like

The right engineers settled in the team, fewer evenings spent on CVs, and the people in place for whatever comes next.

We’d be glad to hear about the role.

A 30-minute call, with no obligation. If we’re not the right fit, we’ll say so.