Senior AI ML Engineer
Giggso
Job Description
Location: Chennai, Hyderabad Below are the mandatory skills/experience required for this role: Hands-on with frameworks like LangChain, CrewAI, AutoGen . Strong in RAG architectures, tool-calling, memory, reflection/critique loops . Proven delivery of at least one production-grade multi-agent GenAI system .
Python proficiency (preferred language for agentic workflows). Familiarity with cloud AI platforms (Azure OpenAI, AWS Bedrock, Google Vertex, Anthropic APIs). Experience designing persona catalogs, system prompts, tone/authority boundaries .
Ability to operationalize persona adaptation within agent flows (not post-processing). Hands-on RCA in complex systems (network, IT ops, customer journeys). Embedding RCA methodologies (5 Whys, Ishikawa, fault tree) into agent workflows.
Integration with observability tools (logs, metrics, traces, events). Knowledge of guardrails, PII handling, access control, auditability, responsible AI practices . Ability to enforce policy-bound behavior in enterprise contexts.
End-to-end program ownership (design → pilot → hypercare). Experience in regulated industries (telecom, finance, healthcare). Strong stakeholder management and ability to present outcomes in business-friendly language . 8–12 years in AI/ML, software engineering, or data science. 2–3+ years specifically in GenAI / agentic systems .
Must have delivered at least one production or late-stage pilot of a multi-agent GenAI system.