Staff AI Engineer
Core
Build engineering foundations, services, APIs, and evaluation systems for AI agents operating in real supply chain and retail workflows.
Role type
Staff AI Engineer (Technical Leadership & Platform Engineering)
Builds
Production-grade AI agent platforms, evaluation harnesses, and feedback loops for model improvement.
Domain
Supply Chain & Retail / AI Engineering & MLOps
Deliverable
production ML models | product features | infrastructure
Required skills
Python, backend engineering, API design, distributed systems, LLM-powered application development, AI evaluation, software engineering fundamentals, cloud platforms (Azure/AWS/GCP), containerization
Preferred skills
Model training/post-training approaches (SFT, RL, reward design), building model-training environments/simulators, training data practices (curation, versioning, leakage prevention), supply chain/retail domain expertise
Technologies
Python, Azure, AWS, GCP
Responsibilities
Architect robust software systems for AI agent lifecycle; develop services for collecting/processing agent traces and production signals; build scale evaluation systems for model behavior; create feedback loops between production and model-training teams; build realistic training/evaluation environments; implement integrations for enterprise system interaction; design for reproducibility across models and environments; partner with researchers on model integration and failure analysis; improve reliability via observability and automated testing; provide technical leadership and mentoring.
Seniority
Staff, hands-on IC with technical leadership
