Staff AI Engineer at Airwallex designing and deploying intelligent financial automation systems. Utilizing AI frameworks and collaborating across teams for innovative production solutions.
About the role
- Senior Lead – AI Engineering at Codvo.ai leading RAG systems and building enterprise-grade AI applications. Overseeing a fusion team to create high-performance AI workflows for various industries.
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.
Requirements
- Experience: 8–12 Years
- 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
Benefits
- Competitive compensation with performance-linked RSUs
- Flexible, innovation-driven environment with direct impact on product evolution
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
Tech skills
Location requirements
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