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Tesla Machine Learning Engineer Motion Planning Self United States, California, Palo Alto 220522919
13.08.2024
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What You’ll DoWhat You’ll Bring
- Leverage millions of miles of driving data and interventions to build a robust and scalable end-to-end learning based self-driving system
- Use cutting-edge techniques from generative modeling, imitation learning, and reinforcement learning to improve the planning and reasoning capabilities of our driving models
- Experiment with data generation and fleet data collection approaches to enhance the diversity and quality of training data
- Integrate directly with vehichle firmware and ship production quality, safety-critical software to the entirety of Tesla's vehicle fleet
- Strong experience with Python. any major deep learning framework, and software engineering best practices
- An "under the hood" knowledge of deep learning modern architectures, optimization, model alignment, etc.
- Proven expertise in deploying production ML models for self-driving, robotics, or natural language processing at scale
- Comfort with C++ to help integrste with vehicle firmware and take projects from ideas to shipped products
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