Staff Machine Learning Engineer, Vehicle Compliance Reasoning
Mountain View, CA, USA; San Francisco, CA, USA
USD 251K-310K Senior-level Full Time
Tasks
- Analyze fine tune and evaluate model performance
- Collaborate with perception research simulation and evaluation teams
- Conduct end to end validation and on field monitoring
- Data mine from large datasets
- Develop and refine labeling policies
- Integrate and deploy machine learning models on the fleet
- Lead machine learning solutions for decision making and motion planning
- Mentor engineers in ML based reasoning approaches
- Prototype experiment and deploy novel machine learning solutions
- Shape data reward and loss functions
Perks/Benefits
- N/A
Skills/Tech-stack
API Design | C++ | Data Mining | Deep learning | Feature Engineering | Fine Tuning | JAX | Labeling | Large Scale Data | Large-scale | Loss Function | Model Deployment | Model Evaluation | PyTorch | Python | Reinforcement Learning | Reward shaping | TensorFlow
Education
Regions
Countries
States
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