Strong Python experience for scripting, automation and AI workflows Hands-on experience implementing or operating AI/LLM-powered systems (agents, copilots, automations, RAG, decision support, etc.) Experience integrating systems via APIs, webhooks or third-party tools Comfort working with data from multiple sources (documents, forms, databases, SaaS tools) Ability to reason AI behaviour, failure modes and edge cases Strong problem-solving skills in ambiguous, fast-moving environments Excellent communication skills and confidence working directly with internal stakeholders Experience using AI-assisted tooling (e.g. Cursor, Claude Code, Copilot or similar) High ownership mindset with a focus on outcomes, not theory