Lead Engineer, ML Data Infrastructure & Systems
Build, San Francisco
The role
We’re hiring a lead for the data platform: camera on a worker to training-ready datasets, and out to research customers. Collection is monocular 1920×1080p 30fps in the wild, targeting 100M hours. The roles we mean: Tesla Autopilot, Waymo, Cruise, Zoox, Nuro, Samsara, Verkada, Netflix encoding, YouTube ingest, Scale, Eventual/Daft. This is not a warehouse, analytics, or generic backend seat.
What you will do
- Own the data platform end-to-end: on-device capture, upload under flaky bandwidth, object storage, training-ready shards
- Compression, codecs, and storage-tier trade-offs so 1080p30 hours stay cheap enough to keep collecting