Senior Machine Learning Engineer, Perception - Autonomous Driving
US, CA, Santa Clara, United States
USD 184K-356K Senior-level Full Time
Tasks
- Create generalizable approaches for diverse operational design domains
- Design end to end perception solutions
- Develop deep learning models for lane graph construction
- Develop deep learning models for road boundary detection
- Develop deep learning models for traffic element recognition
- Drive data driven development with data labeling teams
- Optimize data collection and labeling prioritization
- Productize perception solutions for safety latency and software robustness
- Use data simulation and augmentation for extreme scenarios
Perks/Benefits
Skills/Tech-stack
BEV | C++ | Computer Vision | DNN Deployment | Data Augmentation | Data Simulation | Deep learning | Embedded Systems | Lane detection | Machine Learning | Object Detection | PyTorch | Python | Road Boundary Detection | Traffic Object Detection | Transformers
Education
Regions
Countries
States
Cities
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