Software Engineer, Metrics, AI Evaluation

Tesla is an automotive and clean energy company that develops electric vehicles and AI-powered autonomous driving technology.
$120,000 - $252,000
Machine Learning
Mid-Level Software Engineer
In-Person
3+ years of experience
AI · Automotive

Description For Software Engineer, Metrics, AI Evaluation

Tesla's AI Evaluation team plays a crucial role in ensuring customer safety through their work on Full Self-Driving (FSD) technology. As a Software Engineer on the Metrics and AI Evaluation team, you'll be at the forefront of developing and implementing metrics that utilize fleet data to drive key decisions about model architecture, data integrity, and performance.

The position offers an opportunity to work directly on FSD v12, impacting real-world autonomous driving capabilities. You'll collaborate with AI researchers and contribute to the evaluation and comparison of end-to-end FSD models. The role combines elements of computer science, machine learning, and robotics engineering, requiring both technical expertise and attention to detail.

Tesla offers a comprehensive benefits package, including competitive salary, equity opportunities, and extensive healthcare coverage. The company's mission to accelerate the world's transition to sustainable energy makes this an exciting opportunity for those passionate about making a real impact in autonomous driving technology.

Working at Tesla's Palo Alto location puts you at the heart of Silicon Valley's innovation hub. You'll be part of a team that values self-driven attitudes and is committed to pushing the boundaries of what's possible in autonomous vehicle technology. The role offers significant growth potential and the chance to work on cutting-edge technology that is reshaping the automotive industry.

Last updated 3 days ago

Responsibilities For Software Engineer, Metrics, AI Evaluation

  • Design metrics to evaluate model predictions and vehicle motion across every scenario human drivers will ever encounter
  • Create vector space visualizations to help analyze real-time data values for model prediction and perception
  • Work with AI researchers to evaluate & compare end-to-end FSD models
  • Drive projects from inception to completion and present projects to org leadership

Requirements For Software Engineer, Metrics, AI Evaluation

Python
  • Bachelor's Degree in Computer Science, Physics or Robotics Engineering, or proof of exceptional skills in related field
  • Strong Python coding abilities
  • Exposure to utilizing NumPy and Pandas for data manipulation
  • Experience with computer vision systems, ADAS features, path-planning, real-time embedded systems, sensor calibration, C++ and/or CAN is a plus

Benefits For Software Engineer, Metrics, AI Evaluation

401k
Medical Insurance
Dental Insurance
Vision Insurance
Mental Health Assistance
Parental Leave
Commuter Benefits
  • 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 (FSA)
  • LGBTQ+ care concierge services
  • 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
  • Commuter benefits
  • Employee discounts and perks program

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