Codvo.ai - Senior Lead - AI Engineering

2 weeks ago


Pune, India Codvo.ai Full time

Role : Senior Lead AI Engineering (LangGraph / Haystack / RAG Systems)Location : India (Remote / Hybrid)Experience : 8- 12 YearsDepartment : AI & Data EngineeringReports To : Director AI & Platform EngineeringAbout Codvo.ai :At Codvo.ai, we are building NeIO an AI-native enterprise platform powering intelligent operations across industries like Oil & Gas, Mortgage, and Legal.NeIO fuses Data Engineering, AI Agents, and MLOps into production-ready, auditable systems that drive real business outcomes.Youll lead a Fusion Team blending data engineers, AI developers, and domain experts to design scalable, explainable, and high-performance AI workflows that bring automation to life.Role Overview :As Senior Lead AI Engineering, you will own the end-to-end architecture, delivery, and optimization of enterprise RAG (Retrieval-Augmented Generation) and agentic systems.You will lead a small team of AI engineers to build and deploy LangGraph, Haystack, and FastAPI-based pipelines that extract, enrich, and reason over unstructured data.This role combines technical leadership, hands-on development, and system design ensuring every AI service meets enterprise-grade standards of performance, reliability, and governance.Key Responsibilities :- Architect & Lead : Design and oversee RAG pipelines using LangGraph, Haystack, LangChain, and OpenAI APIs for NeIO applications.- Mentor & Guide : Manage a team of 3- 5 AI engineers; perform code reviews, pair programming, and architecture reviews.- Build & Integrate : Develop FastAPI-based microservices and vectorized retrieval layers (Qdrant, FAISS, Pinecone).- Optimize & Scale : Tune embedding quality, latency, and retrieval precision across multi-tenant data lakes.- Collaborate with Data & GIS Teams : Integrate structured and spatial data using PostGIS, QGIS, GeoPandas.- Implement Governance : Establish model observability, explainability metrics, and audit trails.- Drive Delivery : Translate business workflows (e.g., LeaseOps, Recon) into AI automation pipelines with measurable ROI.- Evangelize Open Source AI : Advocate for enterprise-grade, open-source-first design principles.Core Skills & Experience :Category :Required Expertise :- AI / NLP : Hugging Face Transformers, spaCy, Haystack, OpenAI APIs.- RAG / Agents : LangGraph, LangChain, retrieval orchestration, context window optimization.- Vector Databases : Qdrant, FAISS, Pinecone, or Weaviate.- Backend Engineering : FastAPI, RESTful API design, async Python.- Data Processing : Pandas, DuckDB, PySpark, Airbyte (preferred).- Geospatial (Bonus) : QGIS, PostGIS, GeoPandas.- MLOps (Preferred) : MLflow, DVC, Docker, Kubernetes.- Version Control : Git, GitHub Actions, CI/CD automation.Who You Are :- Passionate about building AI systems that move from prototype to production.- Experienced in open-source frameworks and eager to extend them for enterprise readiness.- Strong in data modeling, ontology design, and prompt engineering.- Collaborative, detail-oriented, and comfortable leading agile, cross-functional teams.- Excited to turn complex real-world data maps, leases, documents into actionable intelligence.Why Join Codvo.ai :- Build on the NeIO platform, a rapidly evolving enterprise AI stack.- Lead real-world agentic AI systems for billion-dollar industries.- Collaborate with a global team of AI researchers, domain SMEs, and engineers.- Competitive compensation with performance-linked RSUs.- Flexible, innovation-driven environment with direct impact on product evolution. (ref:hirist.tech)



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