Job Summary

AI Engineer / Developer
Snapshot
Experience: 5–7 years in ML/AI engineering
Reports To: AI Technical Lead / Manager, AIML
Education: B.E./B.Tech or M.Tech in CS, Data Science, or related field
About the Role
Build and ship production-grade GenAI and agentic AI applications that automate enterprise workflows — from design through deployment. A hands-on individual-contributor role for a solid builder.

Key Responsibilities
Build agentic applications using LangGraph, AutoGen, CrewAI, or Semantic Kernel.
Design RAG pipelines — chunking, hybrid search, re-ranking, memory, and tool orchestration.
Deploy and monitor AI workloads on Azure (AKS/ARO) with CI/CD and observability.
Implement responsible-AI guardrails — prompt-injection defense and content filtering.
Define evaluation metrics for task success, hallucination, latency, and cost.

Skill Requirements
5+ years ML/AI engineering with production LLM/agentic delivery.
Advanced Python and at least one agent framework (LangGraph, AutoGen, CrewAI, PydanticAI).
Robust LLM and prompt-engineering skills (GPT, Claude, LLaMA); hands-on RAG workflows.




Azure AI stack (Azure OpenAI, AI Search, AI Services) and Databricks ML (MLflow, Delta Lake).
Vector databases (FAISS, Pinecone, Chroma) and embedding/retrieval design.
Containerized deployment (Docker/Kubernetes, AKS/ARO) and REST APIs / WebSockets / event-driven services.
CI/CD and version control (Jenkins / GitHub Actions, Git) with SDLC and agile practices.
Portfolio of 3+ production AI deployments with measurable business impact.

Nice to Have
Model fine-tuning (LoRA/PEFT), multi-modal AI, and model evaluation frameworks.
LLMOps / MLOps and model monitoring (drift, latency, cost, hallucination).
Knowledge graphs (Neo4j); AWS Bedrock / GCP Vertex AI exposure.
AI-augmented dev tools (GitHub Copilot, Claude Code, Windsurf) for rapid prototyping.
Enterprise AI security, compliance, and governance awareness.
Manufacturing or supply-chain domain experience.

Must Have Skill

Academic Advertisement,Azure ML,PyTorch

Valuable to Have Skill

Azure AI Studio

Other Requirements

📌 Senior Technical Lead Bengaluru (India)
🏢 HCLTech
📍 India