06 Sep
|
TalentOla
|
Noida
· Must have 10+ years of experience. Mostly in Data science, AI ML, GenAI and NLP technologies.
· At least 2+ years in GenAI application development
· Experts in problem solving, developing technical solutions
· Must have experience with Agentic AI frameworks – LangGraph, LlamaIndex, Function calling, Chain of thoughts, MCP, Tools register, intent based routing etc.
· Expert in using paid (OpenAI on Azure, Bedrock in AWS, other leading one) and open source LLMs, VLM, SLM etc
· Expert in RAG, CAG, Knowledge Graph RAG, RAG Fusion, Agents, MCP, NLQ to SQL etc.
· Experience in handling large unstructured (multiple file formats) and structured (data Lake) data
· Experience with multiple leading Vector DB, chunking strategies, Graph DB (Neo4J)
· DAR for applying best solution for problem statements
· Experience in multi Agents system development, Agentic AI
· Experience with Python programming language. Should know other languages too
· Ability to develop Python code efficiently, FastAPI
· Solid understanding of Model development, model serving,
training/re-training techniques in a data sparse setting.
· Enforce reusable component development and sharing across solutions
· Experience with AWS / Azure ecosystem and development accordingly is a must. Kubernetes and other server less deployments
· Very good understanding of Prompt engineering techniques in developing Instruction based LLMs.
· Work with SAs and collaborate with cross-functional teams to identify business requirements and deliver solutions that meet the customer needs.
· Passionate to learn and stay updated with the latest advancements specially in generative AI and LLM.
· Ability to articulate to business stakeholders on the hallucination effects and various model behavioral analysis techniques followed.
· Experience developing Guardrails for LLMs both with open source and cloud native models.
· Collaborate with software engineers to deploy and optimize generative models in production
📌 Gen Ai Ml (Noida)
🏢 TalentOla
📍 Noida