Senior AI Engineer

Salary: £100,000 - 150,000 per year

Requirements

• 5+ years of experience as an AI/ML engineer delivering NLP and ML models into production SaaS
• Production experience with LLMs, including RAG, fine-tuning, evaluation, and monitoring
• Strong Python skills, including building APIs and integrating models into applications
• Experience with NLP frameworks such as Hugging Face Transformers, PyTorch, spaCy, or TensorFlow
• Experience with AWS and distributed systems
• Experience building data pipelines and orchestration for model training and evaluation
• Applicants must already hold the full right to work in the UK; we are unable to provide visa sponsorship
• Nice to have: experience in legal tech or another document-heavy domain
• Nice to have: experience with vector databases and semantic search, such as OpenSearch, Pinecone, or FAISS
• Nice to have: experience with explainability and compliance for deployed AI
• Nice to have: knowledge of React or TypeScript

Responsibilities

• Lead development of AI features in our core product in a hands-on role
• Design and build ML models for document parsing, search, classification, and summarisation
• Integrate LLMs into product workflows with guardrails, evaluation, and monitoring
• Optimise model serving and inference for latency and cost on AWS, including ECS, Lambda, and S3
• Build data pipelines for training and evaluation using PostgreSQL, Redis, and OpenSearch
• Work with engineering, product, and QA in Scrum squads, with CI/CD and infrastructure as code already in place

Technologies:

• AI
• AWS
• Lambda
• OpenSearch
• CI/CD
• CTO
• Fine-tuning
• Model Serving
• Model Training
• PostgreSQL
• PyTorch
• Python
• RAG
• React
• Redis
• TensorFlow
• Cloud
• LLM
• TypeScript

More:

We are an early-stage legal tech SaaS business whose platform automates document-heavy legal workflows for law firms and institutional clients. We have product-market fit, a growing customer base, and a lean engineering team. This permanent role reports to our CTO and is hybrid or remote.

last updated 41 week of 2026