Machine Learning Engineer, Geometric Vision, Self-Driving
Description For Machine Learning Engineer, Geometric Vision, Self-Driving
Tesla's Self-Driving team is seeking a Machine Learning Engineer to contribute to one of the most advanced computer vision systems in the world. This role focuses on geometric vision challenges related to vehicle dynamics and environmental perception. You'll work with vast amounts of fleet data, developing and refining models using both neural network-based and classical vision techniques. The position offers the unique opportunity to deploy solutions across millions of autonomous vehicles worldwide.
The ideal candidate will have strong expertise in computer vision and robotics, particularly in areas such as structure-from-motion, Visual-Inertial SLAM, and neural rendering. You'll need proficiency in Python and C++, along with a solid foundation in linear algebra, geometry, and deep learning. Experience with PyTorch and model deployment is highly valued.
Tesla offers a comprehensive benefits package including competitive salary, equity opportunities, and extensive health coverage. The company's commitment to innovation in autonomous driving technology, combined with its global impact and resources, makes this an exceptional opportunity for those passionate about advancing self-driving technology. You'll be part of a high-caliber team working on cutting-edge technology that directly influences the future of autonomous transportation.
Responsibilities For Machine Learning Engineer, Geometric Vision, Self-Driving
- Develop and refine models for estimating geometric entities using both modern neural network-based and classical vision techniques
- Leverage vast amounts of fleet data for algorithm development and validation
- Design and develop automated data generation pipelines
- Deploy and scale work across millions of autonomous vehicles worldwide
- Collaborate closely with a high-caliber team dedicated to realizing full autonomy
Requirements For Machine Learning Engineer, Geometric Vision, Self-Driving
- Proven ability to rapidly prototype and optimize algorithms
- Proficiency in writing production-quality code in Python
- Proficiency in C++
- Solid understanding of linear algebra, geometry, probabilistic theory, numerical optimization, and deep learning
- Expertise in computer vision and robotics
- Practical experience with PyTorch
- Familiarity with deploying neural network models
Benefits For Machine Learning Engineer, Geometric Vision, Self-Driving
- Aetna PPO and HSA plans with $0 payroll deduction
- Family-building, fertility, adoption and surrogacy benefits
- Dental and vision plans with $0 paycheck contribution
- Company Paid HSA Contribution
- Healthcare and Dependent Care Flexible Spending Accounts
- 401(k) with employer match
- Employee Stock Purchase Plans
- Company paid Basic Life, AD&D, short-term and long-term disability insurance
- Employee Assistance Program
- Sick and Vacation time
- Back-up childcare and parenting support resources
- Weight Loss and Tobacco Cessation Programs
- Tesla Babies program
- Commuter benefits
- Employee discounts and perks program
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