Ncounter Limited
Python Engineer
Job Description
Salary: £90,000 - 100,000 per year
Requirements:- 5+ years of commercial Python engineering experience, including production backend systems
- Strong FastAPI, REST API, asynchronous Python, PostgreSQL, and SQL experience
- Demonstrable experience integrating LLMs into real applications, beyond personal or experimental projects
- Strong knowledge of Docker, Kubernetes/OpenShift, CI/CD, and pytest
- Experience working with large codebases and safely improving existing services
- Current or recently held SC clearance
- Knowledge of Azure, RAG, pgvector, Chroma, FAISS, Entra ID, OAuth/OIDC, Redis, Terraform, Prometheus, or OpenTelemetry would strengthen your application
- Engineer Python backend services and APIs using FastAPI and asynchronous development patterns
- Design and integrate LLM capabilities using OpenAI, Azure OpenAI, or comparable foundation models
- Build practical RAG, enterprise search, and document intelligence solutions using embeddings and vector databases
- Develop prompt strategies and manage production considerations, including latency, cost, retries, and rate limits
- Explore agentic workflows and LLM orchestration using LangChain or similar frameworks
- Work with consultants and customer stakeholders to translate operational problems into practical AI solutions
- Improve security, testing, observability, and reliability across deployed applications
- Help organisations explore how AI can improve complex operational processes, information discovery, and decision support
- Take ideas from discovery and prototype stages into secure, reliable services, working alongside architects, consultants, and frontend engineers
- AI
- API
- Azure
- Backend
- CI/CD
- Docker
- FastAPI
- Frontend
- Support
- Kubernetes
- LLM
- OAuth
- OpenTelemetry
- OpenShift
- PostgreSQL
- Prometheus
- Python
- RAG
- REST
- Redis
- SQL
- Security
- Terraform
- pytest
- Cloud
More:
We are working with a technology consultancy expanding its AI engineering capability across major law enforcement and public sector transformation programmes. This Python Engineer role combines deep technical work with consultancy exposure and challenging public sector problems, within multidisciplinary consulting teams. We welcome you to discuss the opportunity with us.
last updated 39 week of 2026
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About Ncounter Limited
Ncounter Limited
London
IT
Skills & Technologies
Inferred from job description
Salary Insight
£95,000
This role
£60,000
UK median
This salary is 58% above the UK median for Software Engineers (£60,000/yr).
Based on 2024–2025 UK technology sector benchmarks