Autonomy Droid Perception SWE - Offboard Systems
Zipline , Ann Arbor, Michigan +2
What you will do
- Own the design and implementation of computer vision ML models that run in the cloud (or on our brand new on-prem GPU cluster!), helping us support and scale our on-device perception models.
- Train and deploy large-scale models for semantic segmentation, feedforward 4D geometry, and learned preference modeling using aerial survey images, production deliveries and synthetic generated data.
- Design and ship tools that predict deliverability, generate high-fidelity priors, and reduce the operational friction of onboarding new customers in new environments. You’ll step in where our on-vehicle capabilities can’t solve the problems we need to solve in order to scale the product.
- Design evaluation and validation infrastructure to ensure models behave reliably in the field.
- Zipline moves fast. On average, every 6 weeks, you will ship a new feature (or sometimes even a new model!) to production.