Machine Learning Engineer, Geometric Vision, Self-Driving

Job Description

Tesla is seeking a Machine Learning Engineer to develop and refine models for estimating geometric entities using both modern neural network-based and classical vision techniques. You will leverage fleet data for algorithm development, design automated data generation pipelines, and deploy your work across millions of autonomous vehicles while collaborating with a high-caliber team dedicated to achieving full autonomy.

Requirements

• Proven ability to rapidly prototype and optimize algorithms
• Proficiency in Python
• C++ proficiency is highly desirable
• Strong 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 is an advantage.

Responsibilities

• Develop and refine models for estimating geometric entities
• 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 closely with the team to achieve full autonomy.

Benefits

• Benefits include Aetna PPO and HSA plans with $0 payroll deduction, family-building benefits, dental and vision plans with $0 contribution, flexible spending accounts, 401(k) with employer match, company-paid life insurance, sick and vacation time, and employee discounts.