Codvo.ai

Senior Lead – AI Engineering, LangGraph, Haystack, RAG Systems

Codvo.ai

full-time

Posted on:

Location Type: Remote

Location: Remote • 🇺🇸 United States

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Job 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