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python fastapi rag openai mcpđ Description
- Design and build agentic systemsâmulti-step agents that plan and act with human-in-the-loop checks
- Build MCP servers/clients to securely expose data, tools, and APIs to LLMs
- Ship LLM-powered apps: copilots, document intelligence, search, and automation
- Design and maintain RAG pipelinesâchunking, embeddings, vector stores, retrieval
- Integrate model APIs (OpenAI, Anthropic, Bedrock, Azure OpenAI) and pick models by quality, latency, cost
- Develop evals and observability for agents and AI features to detect regressions
đŻ Requirements
- 5+ years software engineering, with 1+ year shipping AI features
- Hands-on design/build agentic systemsâtool calling, multi-step reasoning
- MCP knowledge or quick to learn; agent/tool standards
- Strong Python; backend services with FastAPI/Flask
- Experience with major LLMs (OpenAI, Anthropic, Bedrock, Azure)
- RAG knowledge: embeddings, vector databases (pgvector, Pinecone, Weaviate)
đ Benefits
- Work from anywhere in the US
- Competitive pay
- Contribution toward health benefits
- High-visibility federal projects with real impact
- Small team where your ideas actually ship
- Generous exposure to the latest AI tooling and models
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