Neural Network Training Expert
7 days ago
**Unlock the Power of Machine Learning at Tesla**
We are seeking a highly skilled **Software Engineer - Model Scaling, Autopilot AI** to join our team at Tesla. As a key member of our Autopilot AI team, you will play a crucial role in optimizing and scaling our neural network training infrastructure.
You will work closely with a specialized team of machine learning experts and have access to one of the world's largest model training clusters. Your primary focus will be on designing, implementing, and maintaining high-performance applications for neural network training, evaluation, and data processing pipelines.
In this role, you will:
- Design and implement large-scale data pipelines that handle petabytes of autonomous vehicle data, ensuring scalability and reliability;
- Optimize neural network training processes 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 by developing and implementing automation, monitoring, and optimization tools to improve resource utilization, parallelism, and data I/O;
- Collaborate with machine learning 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 to support the development and refinement of neural networks;
- Implement low-level integrations that integrate with high-level training frameworks to enhance performance across various hardware platforms, including Dojo, Tesla's supercomputer;
- Stay updated with the latest advancements and technologies in machine learning engineering to continually improve Tesla's AI infrastructure.
**Salary and Benefits:**
The estimated salary range for this position is **$140,000 - $360,000 per year**, with opportunities for cash and stock awards, and a comprehensive benefits package, including health insurance, 401(k) matching, employee assistance programs, and more.
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