4 of 4 Use Case Jobs in Avon

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 ...

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 ...

Action) Operationalise the Minimum Standard GenBI Testing Framework and Model Risk Office Governance Ensure testing is: embedded into delivery lifecycle consistently applied across use cases Establish clear evidence capture for audit and compliance Work with Audit/Risk partners to ensure alignment and closure of audit actions Release … adoption of emerging tooling , including: MCP (integration/orchestration patterns) Q-score/quality frameworks semantic model analysis tooling Define enterprise guardrails for use Pilot tooling in real use cases and assess impact on quality, speed and consistency Key Deliverables (2026) Minimum Standard GenBI Testing Framework ...

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 ...