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Kairos AI Talent

Artificial Intelligence Engineer

United Kingdom
Posted about 20 hours ago
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AI Tech Lead – LegalTech – Remote (UK) – Salary DoE + Equity

How do you get an LLM to reliably work across 10,000 pages of medical and legal documents?

How do you evaluate the quality of its output, reduce hallucinations and give customers confidence that they can actually rely on it?

These are some of the problems you’ll be solving.

I’m working with FinLegal, a LegalTech business that has raised £7.4m and is building AI into its claims management platform.

Their AI products are already being used across areas such as medical document summarisation, document extraction and querying, with a much bigger roadmap ahead around AI-assisted case handling.

They’re now looking for an AI Tech Lead to take technical ownership of this.

This isn’t a role where you’ll be wrapping an API around ChatGPT.

The team has built its own agent architecture and is working with AWS Bedrock, Anthropic models, RAG and large-scale document processing, with a big focus on evaluation, reliability and quality.

Reasons to use Rodeo

I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?

Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.

Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.

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Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.

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Graduate Consultant — 2026 Scheme

PwC·London, UK
£35,000/yr

Why you're a good match

Strong

Your economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.

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It searches the market for you

Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.

Why you're a good match

You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.

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Strong

Experience fit

Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.

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Strong

Only hits

No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.

You’ll own the AI product end-to-end.

That means being hands-on with the architecture and engineering, deciding how new approaches and models should be evaluated, helping productionise new ideas and leading a small team of AI Engineers.

The role is remote, with monthly leadership meetings in Yorkshire.

You’ll also work directly with customers, Product and the wider leadership team to help shape where the product goes next.

What are we looking for?

  • Strong hands-on AI Engineering experience
  • Experience building AI systems into production
  • Strong knowledge of RAG and agentic architectures
  • Experience with evaluation, benchmarking and AI quality
  • AWS experience, including Bedrock
  • Experience of managing a team

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Nice to have experience

  • Worked with regulated data/ in regulated environment -.NET/C# would also be helpful, but it isn’t essential.

The package:

  • Generous base salary - dependent on experience
  • EMI equity
  • Remote-first across the UK
  • 25 days holiday + bank holidays
  • AXA healthcare
  • Opportunity to shape and grow the AI/ML function as the product scales

The interview process is straightforward. An initial conversation with the team, followed by a technical deep dive into what you’ve actually built, the decisions you made and your understanding of AI/ML, then a final conversation with the wider team.

Interested?

Click the apply now button and let’s get talking.

Please note: you must be eligible to work in the UK to be considered for this role.

#AI #AIEngineering #GenerativeAI #LLM #RAG #AgenticAI #MachineLearning #LegalTech #Hiring

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Location

United Kingdom

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