Senior Machine Learning Engineer, Behavior
Tasks
- Apply scientific method for deep learning innovation
- Collaborate with perception motion planning simulation infrastructure and tooling teams
- Deploy machine learning models to vehicle platform
- Design machine learning models for autonomous vehicles
- Develop end to end ML training and deployment components
- Integrate safety standards with ML systems
- Maintain unified behavior planning solutions
- Use agile development practices
Perks/Benefits
Skills/Tech-stack
Ablation Studies | Agile Development | C++ | Camera Calibration | Computer Vision | Data Analysis | Deep learning | Depth Estimation | Gaussian Splatting | Inference Optimization | Knowledge Distillation | Localization and mapping | Machine Learning | Model Evaluation | Model Training | Model-Predictive Control | Motion Planning | Multi-task Learning | Multi-view Geometry | Neural Networks | Neural radiance fields | Predictive control | Pretraining | Python | Radiance Fields | Reinforcement Learning | Robot Motion Planning | Robot motion | Sampling-based Planning | Sequential modeling | Simulation | Simultaneous Localization and Mapping | Supervised Learning | Temporal Data | Trajectory Optimization | Unsupervised Learning
Education
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