
AI Engineering Lead
2 days ago
A non-profit organization aims to create positive social change by leveraging the power of technology.
Job OverviewThis role is a fantastic opportunity for skilled developers who want to work on innovative AI projects with real-world impact.
The ideal candidate will have strong Python skills, experience with FastAPI, and knowledge of LangChain, LLMs, and Vector DBs. A background in Docker and Git-based CI/CD workflows is also highly valued.
Your Responsibilities:- Develop modular APIs using FastAPI that are async, fast, and production-ready.
- Create Retrieval-Augmented Generation (RAG) pipelines with embeddings, chunking, and similarity search.
- Design smart workflows with persistent memory (Redis, in-memory caching, or custom layers).
- Implement end-to-end features from prompt engineering to deploying in Docker/CI/CD pipelines.
- Strong Python skills with hands-on experience with FastAPI.
- Knowledge of LangChain, LLMs, and Vector DBs.
- Experience with stateful/memory systems (Redis, Postgres JSONB, or custom context persistence).
- Familiarity with Docker and Git-based CI/CD workflows.
- Understanding of Postgres schema design and migrations.
- Ship fast with ownership – zero red tape, you’ll push code that matters.
- Build tools your team actually uses daily (internal dev-first AI stack).
- Work with people who care equally about great UX and great system design.
- Learn production-grade AI engineering, not just toy projects.
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