
Senior Lead – AI Engineering, LangGraph, Haystack, RAG Systems
Codvo.ai
full-time
Posted on:
Location Type: Remote
Location: Remote • 🇺🇸 United States
Visit company websiteJob Level
Senior
Tech Stack
DockerKubernetesMicroservicesPandasPostGISPySparkPython
About the role
- Design and oversee RAG pipelines using LangGraph, Haystack, LangChain, and OpenAI APIs for NeIO applications
- Manage a team of 3–5 AI engineers; perform code reviews, pair programming, and architecture reviews
- Develop FastAPI-based microservices and vectorized retrieval layers (Qdrant, FAISS, Pinecone)
- Tune embedding quality, latency, and retrieval precision across multi-tenant data lakes
- Integrate structured and spatial data using PostGIS, QGIS, GeoPandas
- Establish model observability, explainability metrics, and audit trails
- Translate business workflows (e.g., LeaseOps, Recon) into AI automation pipelines with measurable ROI
- Advocate for enterprise-grade, open-source-first design principles
Requirements
- 8–12 years of experience in AI engineering
- Expertise in AI / NLP with Hugging Face Transformers, spaCy, Haystack, OpenAI APIs
- Experience with RAG / Agents: LangGraph, LangChain, retrieval orchestration
- Knowledge of vector databases: Qdrant, FAISS, Pinecone, or Weaviate
- Backend engineering skills in FastAPI, RESTful API design, async Python
- Data processing experience with Pandas, DuckDB, PySpark, and Airbyte (preferred)
- Geospatial skills with QGIS, PostGIS, and GeoPandas (Bonus)
- MLOps knowledge with MLflow, DVC, Docker, Kubernetes (Preferred)
- Version control using Git, GitHub Actions, and CI/CD automation
- Passionate about building AI systems that move from prototype to production
- Strong in data modeling, ontology design, and prompt engineering
- Collaborate effectively with agile, cross-functional teams
Benefits
- Competitive compensation with performance-linked RSUs
- Flexible, innovation-driven environment with direct impact on product evolution
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
AI engineeringNLPHugging Face TransformersspaCyLangGraphLangChainFastAPIvector databasesdata processingMLOps
Soft skills
team managementcode reviewspair programmingarchitecture reviewscollaborationcommunicationproblem-solvingleadershipagile methodologydata modeling