Applied AI Engineer (Builder)
Core
Build and deploy RAG and multi-agent AI solutions, implementing AI pipelines covering ingestion, retrieval, and generation.
Role type
Applied AI Engineer (Builder)
Builds
Production generative AI applications
Domain
Healthcare technology + Generative AI
Deliverable
production ML models
Required skills
Python, FastAPI, Docker, CI/CD, RAG, agentic AI, multi-agent systems, LangChain, LlamaIndex, LangGraph, CrewAI, AutoGen, hybrid search (BM25, vector search, reranking), LLM evaluation (RAGAS, DeepEval, Promptfoo), Azure OpenAI, Azure AI Search, Vertex AI
Preferred skills
healthcare domain experience (HIPAA, FHIR), LLM security and guardrails, LoRA/QLoRA fine-tuning
Technologies
Azure, Python, Docker, FastAPI, LangChain, LlamaIndex, LangGraph, CrewAI, AutoGen, RAGAS, DeepEval, Promptfoo
Responsibilities
Build and deploy RAG and multi-agent AI solutions, Develop AI pipelines covering ingestion, retrieval, and generation, Implement evaluation frameworks, guardrails, and monitoring, Optimize AI applications for performance, cost, and accuracy
