Staff Specialist Field Engineer, Autonomous Vehicles
Core
Lead the Physical AI Field Engineering vertical for Autonomous Vehicles (L4-5), defining customer engagement standards and building/validating ML solutions independently.
Role type
Staff Specialist Field Engineer (Autonomous Vehicles)
Builds
Customer-facing AI applications and ML solutions for autonomous vehicle use cases using CoreWeave's product stack.
Domain
Autonomous Vehicles (L4-5), AI/ML, Perception Engineering
Deliverable
production ML models | product features
Required skills
Autonomous vehicle systems development, perception engineering, motion planning, ML solution building/validation/deployment, Python, sensor modalities (camera, LiDAR, radar), autonomous vehicle development pipeline, closed-loop simulation, scenario-based testing, data-driven safety case validation, multi-stakeholder management, executive relationship management, translating field observations to product signals
Preferred skills
Functional safety standards (ISO 26262, SOTIF), simulation environments (CARLA, LGSVL), edge deployment of ML models, strategic account expansion, technical publications
Technologies
Python, JupyterHub, VS Code, Marimo, W&B Models, Monolith, CARLA, LGSVL
Responsibilities
Establish and lead the Autonomous Vehicles vertical, define technical standards for customer engagements, build and iterate customer-facing applications, validate ML solutions against physical/safety constraints, gather and synthesize signals from customer deployments, translate field observations into structured product signals
Seniority
Staff, hands-on IC with leadership scope