Staff Tech Lead Manager, Machine Learning, Vision Models
Tasks
- Accelerate model development feedback loop
- Adapt foundation models for offline measurement
- Adapt on vehicle models for measurement use
- Align roadmaps with on vehicle teams and evaluation teams
- Build production quality practices for ML systems
- Champion scalable architectures with clean interfaces
- Define technical direction for offline scene understanding models
- Drive roadmap planning across sprints and quarters
- Lead and grow ML team
- Manage and develop senior engineers
- Resolve technical conflicts
- Translate business goals into technical programs
Perks/Benefits
Skills/Tech-stack
3D Scene | 3D Scene Understanding | Auto-labeling | Computer Vision | Counterfactual evaluation | Cuboid Detection | Depth Estimation | Foundation Models | Lane Estimation | Large Scale Training | Large-scale | Machine Learning | Model Distillation | Multimodal | PyTorch | Python | Scene Understanding | Simulation | Temporal models | Transformer | World Models
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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