Gen AI Infused Devops Lead

Gen AI Infused Devops Lead

JD :

Location : Pune Sh ift :8 AM shift AI Engineer — 1 FTE, Offshore Role summary: Builds the agents that make the migration trustworthy — parity validation, secrets/PII scanning, and the governance/PR layer — plus the Migration Co-Pilot that supports Suncorp app teams.

Key responsibilities:

• Build the Parity Validator: trigger old vs new pipelines on non-prod, compare artefacts (binaries, image digests, test outcomes) rather than exit codes, and post structured diffs as PR comments.
• Build the Secrets & PII scanning agent (regex/entropy detection with LLM triage), with masked findings routed to owning teams and hard blocking gates for high-severity hits.
• Build the Governance/PR agent — the single choke-point for all GitHub writes: templated PRs, CODEOWNERS review requests, labels mirroring migration state, idempotent operations.
• Build the retrieval-grounded Migration Co-Pilot chat (grounded strictly on golden-path docs and per-repo migration notes; no invention).
• Use GitHub Copilot throughout; maintain evaluation suites that measure agent accuracy and manual-intervention rates — the numbers reported to Suncorp.

Required skills & experience:

• 5+ years software engineering (Python preferred) with strong API and automation background.
• LLM application development with an emphasis on guardrails: structured outputs, grounding/retrieval, evaluation, hallucination control. Daily fluency with GitHub Copilot.
• Security-adjacent engineering sensibility: secret detection, log redaction, audit trails; understands why raw secrets must never reach a model or a log.
• CI/CD and Git fluency sufficient to reason about build artefacts and parity.

Desirable: GHAS APIs; vector search/pgvector; experience building internal chatbots/RAG systems; SDET background.