Software Engineer, Machine Learning Infrastructure, Tesla Bot

3 weeks ago


Palo Alto, California, United States Tesla Full time
Job Title: Software Engineer, Machine Learning Infrastructure, Tesla Bot

At Tesla, we're pushing the boundaries of innovation in the field of artificial intelligence and robotics. We're seeking a highly skilled Software Engineer to join our Machine Learning Infrastructure team, where you'll play a critical role in building the tools and infrastructure to make and measure improvements to neural network architecture, visualize data, assist with exporting and deploying neural networks to the bot, and evaluate experimental results.

Key Responsibilities:
  • Build and improve our AI infrastructure for stable and faster training
  • Build the tooling and infrastructure for reporting and visualizing model metrics and performance
  • Build the pipelines to run and validate our PyTorch models
  • Manage, analyze, and visualize our training and test datasets
  • Coordinate with the team managing the hardware cluster to maintain high availability / jobs throughput for Machine Learning
  • Build and improve tooling to deploy trained neural nets to Tesla hardware
Requirements:
  • Proficient in system-level software, particularly hardware-software interactions and resource utilization
  • Understanding of modern machine learning concepts and state of the art deep learning
  • Experience working with training frameworks, ideally PyTorch
  • Demonstrated experience scaling neural network training jobs across a cluster of GPU's
  • Experience in deep learning deployment or profiling/optimizing CPU-GPU interactions preferred
What We Offer:
  • Competitive salary and benefits package
  • Opportunity to work on cutting-edge AI and robotics projects
  • Collaborative and dynamic work environment
  • Professional growth and development opportunities


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