AI Engineering & Data Foundations
Core
Design, deploy, and scale trusted AI solutions (agents, RAG, data products) to create measurable business impact across scientific, service, commercial, and operational functions.
Role type
Senior IC AI Engineering & Data Foundations Engineer
Builds
Production AI applications, agentic workflows, retrieval foundations (RAG, vector search), and AI-ready data products
Domain
Enterprise AI, Data Engineering, Platform Engineering
Deliverable
production ML models | product features | infrastructure
Required skills
AI agents and agentic workflows, Retrieval-Augmented Generation (RAG), LLM application development, AI evaluation and observability, AI orchestration, Production AI deployment, Data products and data contracts, Metadata management, Vector databases, Distributed systems, Cloud platforms
Preferred skills
Full-stack software development, Enterprise integration, Identity and access controls, Data quality and governance
Technologies
LLMs, Vector databases, Graph technologies, Cloud platforms, APIs
Responsibilities
Build production AI applications and agents, Design retrieval foundations including RAG and semantic enrichment, Develop AI-ready data products with governance and lineage, Create reusable capabilities and patterns for enterprise AI, Apply evaluation and monitoring practices for reliable AI outcomes, Partner with domain experts to translate business needs into scalable solutions
Seniority
Senior, hands-on IC
