AI Engineer

Build & Integrate

Implement RAG pipelines, prompt templates, and agentic workflows, and wire them into application logic that connects with the department’s legacy and multi-cloud systems.

Prompt Engineering & Evaluation

Design, test, and iterate on prompts and retrieval strategies; run structured evaluations to track answer quality, retrieval accuracy, and hallucination rate over time.

Responsible AI in Practice

Implement the specific guardrails and human-in-the-loop checkpoints defined by the leads - this is an execution role, not a policy-setting one.

• Practical experience building applications using LLMs or other foundation models, via API or self-hosted
• Experience with RAG architectures, vector databases, and embedding-based retrieval
• Solid general-purpose programming (commonly Python) and API design/integration skills
• Prompt engineering with a systematic, evaluation-driven approach rather than trial and error
• Familiarity with agentic/orchestration frameworks and multi-step AI workflows
• Comfortable working within secure, regulated environments and handling sensitive data appropriately, * Experience delivering digital services within UK central government or the wider public sector
• Familiarity with GOV.UK Service Standard expectations
• Exposure to open-source LLM tooling or communities
• Familiarity with AI/ML tooling on AWS, Azure, or GCP

Scrumconnect Consulting is a multi-award-winning digital consultancy, recognised for delivering impactful and innovative technology solutions across UK government departments. Our work has positively influenced the lives of over 40 million UK citizens.