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 cutting-edge technology, developing and refining models using both neural network-based and classical vision techniques. The position offers the unique opportunity to impact millions of autonomous vehicles worldwide.
The role combines deep technical expertise in computer vision, robotics, and machine learning with practical implementation skills. You'll leverage Tesla's vast fleet data for algorithm development and validation, while designing automated data generation pipelines. The ideal candidate should have strong programming skills in Python and C++, with expertise in areas such as structure-from-motion, Visual-Inertial SLAM, and neural rendering.
Tesla offers a comprehensive benefits package including competitive salary, equity opportunities, and extensive health coverage. The company's mission to accelerate sustainable transport and energy production provides a meaningful context for your work. You'll join a high-caliber team dedicated to pushing the boundaries of autonomous technology, with the resources and scale to make a global impact.
Responsibilities For Machine Learning Engineer, Geometric Vision, Self-Driving
- Develop and refine models for estimating geometric entities using neural network-based and classical vision techniques
- Leverage fleet data for algorithm development and validation
- Design and develop automated data generation pipelines
- Deploy and scale work across millions of autonomous vehicles
- Collaborate with team on full autonomy development
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
- Medical insurance with $0 payroll deduction options
- Family-building, fertility, adoption and surrogacy benefits
- Dental and vision plans
- HSA with company contribution
- Healthcare and Dependent Care FSA
- 401(k) with employer match
- Employee Stock Purchase Plans
- Life, AD&D, short-term and long-term disability insurance
- Employee Assistance Program
- Sick and Vacation time
- Back-up childcare
- Commuter benefits
- Employee discounts
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