7 of 7 Use Case Jobs in Bristol

Models (LLMs), Retrieval-Augmented Generation (RAG), vector databases, and modern AI frameworks. Design scalable data pipelines, integrations, and AI workflows to support enterprise use cases. Provide technical leadership across customer engagements, ensuring high-quality architecture, security, and operational excellence. Mentor engineers through code reviews, architecture guidance, and technical ...

origination through thought leadership, events and client interactions, helping position our services effectively.Support product and service development through ideation, design and refinement—building use cases, credentials and evidence that strengthen our value proposition and respond to client needs.Work closely with delivery teams and clients to understand complex challenges ...

technical delivery teams. Support the design and configuration of Smallworld based solutions for electrical utility environments. Produce functional design documents, business requirements documents, use cases and acceptance criteria. Support data migration, data validation and data-quality activities where required. Assist with integrations between Smallworld and wider enterprise systems ...

value and graph databases depending on the problem. Develop prompt and context engineering approaches focused on accuracy, reliability, cost and latency. Make structured use of AI-assisted development tools such as Claude Code, Cursor, GitHub Copilot and Codex . Fine-tune or adapt models where there … genuine use case. Production & Engineering You'll own solutions all the way into production, including: Infrastructure and deployment. AI evaluation and testing frameworks. MCP server implementation. Cloud deployment across AWS, Azure, Cloudflare or Vercel . Docker, Kubernetes and/or serverless architectures. TDD and robust software engineering practices. ...

strategy.Drive a customer-anchored innovation pipeline: Work with internal innovation labs and business lines to ensure experiments are grounded in real use cases, with clear commercial intent and pathways to scale.Enable build–buy–partner decisions: Assess where D&DS should build internally versus accelerate through external solutions, contributing ...

e.g. summarising workshops, identifying gaps, generating follow-up questions). Translate requirements into clear functional specifications, user stories, acceptance criteria, workflow diagrams, and use cases, using AI tools to improve structure, completeness, and speed of delivery. Collaborate closely with engineering, QA, UX, and architecture teams throughout the product … customer workflows, and business rules to inform product decisions. Lead Agile ceremonies such as backlog refinement, sprint planning, sprint reviews, and product demos. Use AI to support backlog refinement by suggesting story breakdowns, identifying edge cases, and highlighting dependencies Validate product functionality, support testing cycles, and ensure delivered ...

potential process improvement Creating and developing requirements of systems to improve quality, performances, external interfaces, and constraints Outline requirement specifications with the use of standard templates for both use cases Supervise requirements traceability information and record requirements status in the course of the project Contributing ...