What the role is accountable for - Standards and patterns for Python services, JavaScript/TypeScript front ends, SQL and NoSQL data design, APIs, CI/CD and DevOps
Mode of working - Guide, review, spike
What the role is accountable for - Target-state architecture, service selection, identity, networking, environments, non-functional targets and cloud cost discipline
Mode of working - Own and decide
What the role is accountable for - PySpark and Databricks pipeline architecture, layered data design, quality controls and performance standards
Mode of working - Direct and review
What the role is accountable for - Agent and orchestration design, evaluation harnesses, guardrails, human-approval flows, tracing, versioning and drift monitoring
Mode of working - Own and direct