Software Engineer, Model Scaling, Autopilot AI

at  Tesla

Palo Alto, California, USA -

Start DateExpiry DateSalaryPosted OnExperienceSkillsTelecommuteSponsor Visa
Immediate19 Dec, 2024USD 360000 Annual24 Sep, 2024N/AData Processing,Infiniband,Scipy,Debugging,Parallel Computing,Rdma,Distributed Systems,Reliability,Data Manipulation,Machine LearningNoNo
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Description:

Responsibilities:

  • Design and Implement Large-Scale Data Pipelines: Build and maintain robust data processing pipelines that handle petabytes of autonomous vehicle data, including images, videos, and auto-generated labels, ensuring scalability and reliability
  • Optimize Neural Network Training Processes: Support neural network training by optimizing code and data formats for faster data loading, orchestrating auto-labeling jobs, and debugging bottlenecks to enhance overall training efficiency
  • Enhance System Performance: Develop and implement automation, monitoring, and optimization tools to improve the efficiency of system performance, including resource utilization, parallelism, and data I/O
  • Collaborate with Machine Learning Researchers: Work closely with researchers to understand and execute their data and infrastructure requirements, providing solutions that facilitate rapid experimentation and production-scale model deployment
  • Develop Evaluation Tools and Dashboards: Create and maintain evaluation metrics, tools, visualizations, and dashboards to support the development and refinement of neural networks
  • Implement Low-Level Integrations: Write efficient, low-level code that integrates with high-level training frameworks to enhance performance across various hardware platforms, including Dojo, Tesla’s supercomputer
  • Stay Updated with ML Advancements: Keep abreast of the latest advancements and technologies in machine learning engineering to continually improve Tesla’s AI infrastructur

REQUIREMENT SUMMARY

Min:N/AMax:5.0 year(s)

Information Technology/IT

IT Software - Other

Software Engineering

Graduate

Proficient

1

Palo Alto, CA, USA