Job Description
Role: Senior Machine Learning Engineer
Experience Level: 3+ Years
Work location: Chennai
Role & Responsibilities:
● Design, develop, and deploy Agentic AI applications using LLMs.
● Build autonomous and multi-agent workflows
● Develop Retrieval Augmented Generation (RAG) solutions using vector databases.
● Integrate AI agents with enterprise applications and APIs.
● Build prompt orchestration, tool calling, memory, and reasoning workflows.
● Implement responsible AI, security, and governance controls.
● Develop REST APIs and microservices supporting AI applications.
● Optimize performance, scalability, and cost of AI solutions.
● Monitor AI agents, APIs, LLM services, and RAG pipelines.
● Analyze incidents and perform root cause analysis (RCA).
● Troubleshoot prompt failures, hallucinations, grounding issues, and workflow
failures.
● Monitor token consumption, latency, throughput, and operational costs.
● Experience with LLM observability, evaluation, and production monitoring
● Manage production deployments and environment configurations
Must have Skills:
● Python (Mandatory)
● SQL,REST API development
● FastAPI
● Agentic AI ,LLM Platforms, RAG & Knowledge Management, Cloud & DevOps, MCP
(Model Context Protocol), PromptFlow, MLflow, AI Evaluation Frameworks
More Info
Key Skills
Model Context Protocol
PromptFlow
MLflow
Agentic AI LLM Platforms
AI Evaluation Frameworks
RAG
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