What We're Looking for:

We are looking for people who are passionate about delivering self-driving (L4) products that make the way we move safer, faster and more efficient. We seek mission-driven, highly skilled people with deep experience in fast paced, rapidly growing, tech development environments.

The overall mission of the ML Fundamentals team is to provide a smooth and delightful developer experience for Autonomy engineers (with emphasis on model development). What this means in practice is to optimize the time it takes to have a sustainably fast cycle time for going from a requirement (a new capability or fixing a road issue) to a deployed model that addresses the requirement while adhering to safety, which is a non-negotiable requirement for Stack AV.

What Success Looks Like:

• Experience with both ML Platforms and building ML-based applications (bonus point if you have modeling experience).
• Experience building scalable, reliable infra at a fast-paced environment.
• Ability to work across teams
• Experience building or using ML infra built for a large number of customer teams.
• A deep understanding of design tradeoffs and ability to articulate those tradeoffs and work with others on getting alignment.
• Experience with building ML models or ML infra in the domains of autonomous vehicles, perception, and decision making (desirable but not required).
• Experience with model training, model optimization, or large data processing pipelines.