At a Glance
- Tasks: Build AI agents that make a real impact in the insurance industry.
- Company: Join a dynamic UK insuretech leading an AI transformation.
- Benefits: Competitive salary, hybrid work model, and opportunities for growth.
- Other info: Be part of a growing team with exciting career prospects.
- Why this job: Shape the future of AI in insurance and lead innovative projects.
- Qualifications: Experience with LLMs and strong engineering skills required.
The predicted salary is between 57600 - 64800 £ per year.
Do you want to build production-grade AI agents with real commercial impact? Have you taken LLM systems from prototype to secure, scalable production? Are you ready to shape the ML foundations of an AI-first insurer? A digitally-led UK specialist insuretech (200–300 employees) is undergoing a major AI transformation following recent refinancing and dedicated AI investment. A new Head of AI joined in December 2025 with a roadmap to scale the team to 10 and deliver end-to-end agentic automation across the claims lifecycle. Early AI products are already live, and this is a foundational hire in that journey.
This is a Machine Learning Engineer role focused on making AI capability production-ready, scalable and stable. You’ll lead the engineering of AI agents, influence architecture and define ML engineering standards across the platform.
Key Responsibilities
- Build and operate production-grade LLM-powered agents on GCP
- Design and scale robust RAG pipelines (ingestion, chunking, vector search)
- Integrate ML systems with policy, claims and CRM platforms via REST APIs
- Implement evaluation frameworks, monitoring, A/B testing and cost/latency dashboards
- Embed security, GDPR compliance, RBAC/IAM and auditability into ML systems
- Partner with Product and Claims to deliver measurable automation and cost savings
Key Details
- Salary: £80k-£90k base
- Working model: Hybrid – 1–2 days per week in South West London
- Tech stack: Python, GCP (Vertex AI, BigQuery, Cloud Run/Functions), LLMs, embeddings, vector databases, Docker, Kubernetes, CI/CD
- Visa sponsorship: Not available
Interested? Please apply below.
Senior MLE (LLMs) - InsureTech employer: Harnham
Join a leading UK-based media organisation at the forefront of digital transformation, where your role as Director of Streaming Product and Growth will be pivotal in shaping the future of their subscription services. With a strong emphasis on innovation and a collaborative work culture, you'll have access to significant growth opportunities, competitive salary packages, and a performance-based bonus structure, all while working in a dynamic environment that values data-driven decision making and customer-centric strategies.
StudySmarter Expert Advice🤫
We think this is how you could land Senior MLE (LLMs) - InsureTech
✨Dive Into Industry Networking Events
Get your foot in the door by attending insurance industry events and conferences. Not only will you learn about the latest trends, but you'll also meet potential employers and industry peers. Check out local chapters of professional bodies like the Chartered Insurance Institute for valuable meetups.
✨Use LinkedIn to Your Advantage
Don’t underestimate the power of LinkedIn in the insurance world. Engage with industry content, join relevant groups, and connect with professionals at companies you admire (like Harnham). A thoughtful message explaining your interest can really make a difference!
✨Look Out for Graduate Schemes
Many firms in insurance have structured graduate programmes. Keep an eye on application windows and utilise your university's career services for insider tips. These schemes are designed to develop talent and often lead to permanent roles after your initial training.
✨Leverage Your Current Connections
Got friends or family in the industry? Now’s the time to reach out! Personal referrals can give you a head start, so let them know you're on the lookout for full-time opportunities at places like Harnham. Don’t shy away from asking for a coffee chat; you never know what doors it might open!
We think you need these skills to ace Senior MLE (LLMs) - InsureTech
Some tips for your application 🫡
Highlight Your Analytical Skills:In insurance, we love a candidate who can crunch numbers and analyse data effectively. When crafting your CV, make sure to showcase any relevant coursework or experiences that highlight your analytical abilities, especially if you’ve tackled risk assessment or financial modelling.
Showcase Industry Knowledge:Don’t be shy about your knowledge of the insurance sector! We want to see that you've done your homework on current trends, regulations, and challenges in the industry. Mention any relevant projects or studies you’ve completed that demonstrate your understanding of the field in your cover letter.
Craft a Compelling Cover Letter:Your cover letter should tell us why you’re passionate about insurance. Share any personal experiences or what drew you into this profession. We’re looking for enthusiasm and a clear motivation for why you want to be part of our team at Harnham.
Tailor Your CV for the Role:Don't just send a generic CV! Focus on tailoring it specifically for the insurance role at Harnham. Highlight relevant skills such as risk management, customer service experience, or any certifications you've earned in the industry to make your application stand out.
How to prepare for a job interview at Harnham
✨Know Your Numbers: Insurance Fundamentals
Brush up on your understanding of key insurance concepts, like underwriting principles and risk assessment. Expect the interviewer at Harnham to throw some technical questions your way, so be ready to demonstrate your grasp of these essentials.
✨Showcase Your Analytical Side
In the insurance world, it's all about data. Prepare to discuss any analytical tools or methodologies you've used in past experiences. If you have a portfolio of projects where you've tackled complex data, bring that along to impress the team!
✨Prepare for Behavioural Questions
As a full-timer at Harnham, they'll want to know how you handle real-life scenarios, not just theory. Think about challenges you've faced in teamwork or customer service, and how those experiences can relate to a career in insurance.
✨Know the Company Culture Inside Out
Understanding Harnham's values and workplace culture is essential. Don’t just memorise their mission statement; think about how your personal values align with theirs. This will show your genuine interest in being part of their team long-term.
