10 Aug
|
SynapOne
|
Bengaluru
10 Aug
SynapOne
Bengaluru
Role: Agentic AI Engineer
Location: Bangalore/Gurgaon
Experience: 2–5 years
We're looking for a hands-on Agentic AI Engineer to build, optimize, and deploy production-grade AI solutions. In this role, you will be the engine room of our AI initiatives — taking architectural blueprints and turning them into scalable, functional systems. You will work across the full build lifecycle — from prototyping to production — collaborating with Senior Architects and data scientists to deliver AI solutions in a consulting setting.
WHAT YOU'LL DO
Agentic Development
Build: Develop LLM-based applications and multi-step agentic workflows using frameworks such as Microsoft Agent Framework, AutoGen, LangChain, LangGraph, LlamaIndex, or CrewAI
RAG Pipelines: Implement Retrieval-Augmented Generation pipelines: chunking, embedding, vector search, and re-ranking
Tool Use & Memory: Build agents with tool-calling, short/long-term memory, and human-in-the-loop checkpoints
Prompt Engineering: Design and iterate on system prompts, chain-of-thought templates, and structured output schemas
Model Fine-tuning: Execute fine-tuning and optimization tasks (Quantization, PEFT/LoRA) to adapt foundation models for specific domain tasks
Integration & Delivery
APIs: Expose AI capabilities via FastAPI endpoints; integrate with client data sources and third-party APIs
Vector Databases: Manage embeddings and retrieval using Pinecone, Qdrant, or pgvector
MLOps & Productionization
Deployment: Containerize and deploy AI services using Docker and Kubernetes on AWS / Azure cloud environments, ensuring high availability and low latency
Observability: Implement observability for AI systems using LangSmith or Arize Phoenix, tracking accuracy, hallucinations, cost, and latency
CI/CD: Maintain CI/CD pipelines for ML, ensuring automated testing (unit, contract, and model-quality tests) is integrated into the delivery workflow
Guardrails & Hallucination Control: Apply output validation, guardrails, and hallucin
📌 Sr. Agentic AI Engineer (Bengaluru)
🏢 SynapOne
📍 Bengaluru