Engineering Manager, Machine Learning Behavior Planning & Prediction
Tasks
- Apply agile development practices
- Coach engineers and review code
- Collaborate with perception simulation infrastructure and tooling teams
- Conduct machine learning experiment reporting
- Define technical direction
- Design reusable software components
- Develop deploy and evaluate motion planning algorithms
- Develop deploy and evaluate prediction algorithms
- Invent deep learning solutions using scientific method
- Lead cross-functional engineering teams
- Maintain simulation continuous integration code review HIL testing and in vehicle testing practices
- Measure validate and improve performance with testing
Perks/Benefits
- N/A
Skills/Tech-stack
Ablation Studies | Code review | Continuous integration | Data Preprocessing | Deep learning | HIL Testing | Imitation Learning | Inference Optimization | Machine Learning | Metrics | Model Deployment | Model Evaluation | Model Training | Multi-task Learning | Python | Reinforcement Learning | Sequential modeling | Simulation | Simulation testing | Supervised Learning | Time Series | Transfer Learning | Transformer | Unsupervised Learning | Vehicle Testing
Education
Regions
Countries
States
Cities
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