Job Summary
We are looking for an AI/ML Engineer – Agentic AI with strong experience in Python, LLMs, LangGraph/LangChain, RAG, multi-agent systems, and prompt engineering.
The role focuses on building and deploying autonomous AI agents, enterprise copilots, and intelligent workflows using Azure/AWS, Docker, Kubernetes, and MLOps/AgentOps, with an emphasis on scalability, security, observability, and responsible AI.
Key Technical Skills
1. Core Programming & Systems
• Expert-level Python for ML, orchestration, and agent logic
• Robust understanding of async programming, concurrency, and task scheduling

2. Agentic AI
• Autonomous AI agents for multi-step reasoning, planning, task orchestration, and decision-making
• ReAct, Plan & Execute, Reflexive agents
• Hierarchical and multi-agent systems
• Tool-augmented and function-calling agents
• Stateful/stateless agents and memory management

3. Large Language Models
• Hands-on experience with OpenAI, Azure OpenAI, Anthropic, or open-source LLMs
• Prompt engineering, reasoning, planning, critique, and tool-use techniques




• Few-shot and zero-shot prompting
• Model selection based on latency, cost, and context length
• Fine-tuning/LoRA knowledge is a plus

4. Agent Frameworks & Tooling
• LangGraph / LangChain
• Semantic Kernel
• AutoGen, CrewAI, or similar frameworks
• Custom agent orchestration
• Tool abstraction, execution safety, retries, and timeouts

5. RAG, Memory & Knowledge Augmentation
• Short-term and long-term agent memory
• RAG implementation
• Vector databases such as FAISS, Pinecone, Azure AI Search, etc.
• Embeddings, chunking, and context management
• Knowledge graph/hybrid memory is a plus

6. Planning, Reasoning & Control
• Task planning and re-planning
• Constraint-based execution
• Feedback and self-correction loops
• Guardrails, action validation, failure detection, and recovery

7. MLOps / AgentOps
• Production deployment of AI agents
• Agent observability, tracing, logging, and monitoring
• Model and

📌 AI/ML Engineer (Chennai)
🏢 Prophecy Technologies
📍 Chennai