Machine Learning Engineer - ML Agents and Planning
Tasks
- Build machine learning infrastructure for large scale training
- Collaborate with engineers on perception planning simulation validation
- Develop deep learning models for imitation learning and reinforcement learning driving plans
- Develop metrics and tools to analyze system errors
- Estimate driving plan quality for safety progress comfort realism
- Predict other agent behavior
Perks/Benefits
- Health insurance
- Life insurance
- Long-term care insurance
- Long-term disability insurance
- Paid time off
- Short-term Disability Insurance
Skills/Tech-stack
C++ | Data Pipelines | Deep learning | Imitation Learning | Language Processing | Machine Learning | Natural Language | Natural Language Processing | Production Machine Learning | Python | Reinforcement Learning | Transformer
Education
Regions
Countries
States
Cities
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