AIML Engineer with GCP

Experience: 7+ years

Preferred Locations: Chennai and Coimbatore Strong hands-on experience in AI/ML and Generative AI technologies

Job descriptio n Build LLM agent systems with tool use, memory, and multi-step orchestration - handle retries, timeouts, and graceful degradati

onImplement full RAG pipelines: PDF/document/SCORM/Audio/Video file parsing , chunking strategies, embedding generation (OpenAI, or Vertex AI embeddings), and vector stora geBuild retrieval optimization layers either with hybrid search, cross-encoder re-rankin

g.Develop file ingestion and transfer pipelines using GCP Cloud Storage, Pub/Sub triggers, and Cloud Functions or Cloud Run for async processing (Good to have - GCP or Azur e)Productionize pipelines with latency SLOs, token cost tracking, output validation (Guardrails AI, custom classifiers), and model versionin

g.Build eval frameworks using RAGAS, custom LLM-as-judge pipelines, or human feedback loops to measure retrieval quality, faithfulness, and answer relevan ceInstrument AI pipeline observability — trace LLM calls, log retrieved chunks, monitor embedding drift, and alert on quality regressi on