Gen AI Engineer
Core
Design, develop, and implement advanced Generative AI solutions leveraging Large Language Models (LLMs) and RAG systems to solve complex business challenges.
Role type
Senior IC Gen AI Engineer (LLM & RAG specialist)
Builds
Production-grade AI systems, APIs, pipelines, and reusable frameworks for business applications.
Domain
Generative AI, Large Language Models, RAG, NLP, Cloud (Azure)
Deliverable
production ML models
Required skills
LLM orchestration (LangChain, LlamaIndex), Agentic frameworks (CrewAI, AutoGen, LangGraph), Advanced RAG systems, Python, FastAPI, Azure ecosystem (Databricks, AI Search, Cognitive Services), Prompt engineering, Classical NLP
Preferred skills
LLMOps (LangSmith, LangFuse), MCP server development, Document digitization/OCR, CI/CD pipelines, Docker, Flask
Technologies
Python, FastAPI, Azure DevOps, Azure Databricks, MLFlow, Unity Catalog, Azure Function Apps, LangChain, LlamaIndex, CrewAI, AutoGen, LangGraph, Azure OpenAI, Azure AI Search
Responsibilities
Design scalable LLM application architectures (RAG pipelines, agentic workflows); Build and maintain reusable code libraries and frameworks; Optimize cost-performance trade-offs in large-scale deployments; Ensure reliability and robustness through evaluation frameworks and guardrails; Collaborate with cross-functional teams to align AI solutions with business goals; Mentor junior team members and drive quality standards.
Seniority
Senior, hands-on IC
