Software Engineer, Model Scaling, Autopilot AI

Tesla is an automotive and clean energy company that develops electric vehicles and AI-powered autonomous driving technology.
$140,000 - $360,000
Machine Learning
Senior Software Engineer
In-Person
AI · Automotive

Description For Software Engineer, Model Scaling, Autopilot AI

Tesla is seeking a Senior Software Engineer to join their Autopilot AI team, focusing on optimizing and scaling neural network training infrastructure. This role offers an exceptional opportunity to work with one of the world's largest model training clusters and contribute to the future of autonomous driving technology.

The position involves designing and implementing large-scale data pipelines that handle petabytes of autonomous vehicle data, including images, videos, and auto-generated labels. You'll be responsible for optimizing neural network training processes, enhancing system performance, and developing crucial evaluation tools and dashboards. Working directly with machine learning researchers, you'll help bridge the gap between research requirements and production-scale implementations.

The ideal candidate brings strong software engineering skills, particularly in Python, and has extensive experience with deep learning frameworks like PyTorch or TensorFlow. Your expertise in system optimization, distributed systems, and data manipulation will be essential for success in this role. Knowledge of high-performance networking technologies and storage mechanisms is highly valued.

Tesla offers a comprehensive benefits package including competitive salary ranging from $140,000 to $360,000 annually, plus cash and stock awards. The company provides excellent healthcare options with $0 payroll deduction plans, 401(k) with employer match, and various family-friendly benefits. You'll be working at their facility in the San Francisco Bay Area, contributing to Tesla's mission of accelerating the world's transition to sustainable energy through innovative AI technology.

This role presents an exciting opportunity to work on cutting-edge AI technology that directly impacts the future of autonomous driving, while being part of a team that's pushing the boundaries of what's possible in machine learning and automotive technology. You'll have access to state-of-the-art resources, including Tesla's supercomputer Dojo, and the chance to solve complex technical challenges at an unprecedented scale.

Last updated a day ago

Responsibilities For Software Engineer, Model Scaling, Autopilot AI

  • Design and implement large-scale data pipelines handling petabytes of autonomous vehicle data
  • Optimize neural network training processes and code for faster data loading
  • Develop automation, monitoring, and optimization tools for system performance
  • Collaborate with machine learning researchers on infrastructure requirements
  • Create and maintain evaluation metrics, tools, visualizations, and dashboards
  • Implement low-level code integrations with high-level training frameworks
  • Stay updated with latest ML advancements and technologies

Requirements For Software Engineer, Model Scaling, Autopilot AI

Python
  • Strong software engineering skills with Python expertise
  • Proficiency in deep learning frameworks like PyTorch or TensorFlow
  • Experience with data manipulation tools and large-scale data processing
  • Expertise in system optimization and debugging CPU/GPU code
  • Experience with distributed systems and AI/ML workflows
  • Strong understanding of storage mechanisms and data formats
  • Knowledge of high-performance networking technologies
  • Deep understanding of machine learning concepts

Benefits For Software Engineer, Model Scaling, Autopilot AI

Medical Insurance
Dental Insurance
Vision Insurance
401k
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
  • 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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