Requirement: AI/ML Engineer

Experience: 2 to 4 years

Location: Bangalore (Work From Office)

Key Responsibilities

Agentic Architecture Design: Lead the design and implementation of agentic frameworks (e.g., LangGraph, AutoGen, CrewAI) to create autonomous agents capable of multi-step reasoning and planning.

Tool Integration & Function Calling: Develop and optimize "tools" for agents to interact with, including internal APIs, databases (SQL/NoSQL), and external web services.

Multi-Agent Orchestration: Build systems where multiple specialized agents collaborate (e.g., a "Researcher" agent passing structured data to a "Reviewer" agent) to ensure high-fidelity outputs.

Cognitive Architecture: Implement advanced RAG (Retrieval-Augmented Generation) patterns within agentic loops, ensuring agents have access to relevant, up-to-date context from our document repositories.

Production Deployment & MLOps: Deploy agentic workflows as scalable microservices within AWS, ensuring robust error handling, observability, and cost-effective execution.

Continuous Optimization:



Establish evaluation frameworks to measure agent performance, reliability, and "hallucination" rates in production environments.

Required Skills & Qualifications

Experience: 2-4 years of experience in AI/ML engineering, with a strong focus on LLM-based applications and emerging agentic patterns.

Agentic Frameworks: Proven experience with frameworks like LangChain/LangGraph, AutoGen, CrewAI, or Semantic Kernel.

Technical Stack: Expert-level Python skills, with deep knowledge of asynchronous programming (FastAPI) and orchestration tools like Airflow.

LLM Proficiency: Deep understanding of state-of-the-art LLMs (GPT-4, Claude 3.5, Llama 3) and their specific capabilities regarding function calling and reasoning.

Infrastructure: Experience with AWS (Lambda, ECS, Bedrock), Docker, and building resilient distributed systems.

Education: Bachelor’s or Master’s degree in Computer Science, AI, or a related technical field

📌 Ai ML Engineer (Bengaluru)
🏢 VMultiply
📍 Bengaluru