Machine Learning Hardware Performance Engineer, Self-Driving Hardware - Tesla Motors : Job Details

Machine Learning Hardware Performance Engineer, Self-Driving Hardware

Tesla Motors

Job Location : Austin,TX, USA

Posted on : 2025-05-16T00:50:35Z

Job Description :
Machine Learning Hardware Performance Engineer, Self-Driving Hardware

Join Tesla's Self-Driving Hardware team as a Machine Learning Hardware Performance Engineer, Self-Driving Hardware.

Job Overview

As part of Tesla's innovative team, you will focus on performance modeling, architectural exploration, and hardware-software co-design to optimize Tesla's custom machine learning silicon for autonomous vehicles. The ideal candidate has experience in hardware performance engineering, a strong understanding of ML applications, and thrives in a fast-paced, small-team environment.

Responsibilities
  • Develop performance models and simulation tools for hardware architectures targeting machine learning workloads.
  • Analyze and optimize neural network performance on AI accelerators.
  • Collaborate with hardware architects and software teams to identify bottlenecks and propose improvements.
  • Create benchmarking frameworks to evaluate performance, power, and latency.
  • Conduct silicon performance analysis to align models with real hardware behavior.
  • Drive hardware-software co-optimization based on neural network trends.
  • Communicate findings to cross-functional teams to influence hardware roadmaps.
  • Qualifications
    • Engineering degree in Computer Engineering, Electrical Engineering, Computer Science, or related field, or equivalent experience.
    • At least 3 years of experience in performance modeling, hardware architecture, or ML acceleration.
    • Strong knowledge of AI accelerators, GPU/CPU architectures, memory hierarchies, and parallel computing.
    • Proficiency in Python and C++ for modeling and analysis; familiarity with ML frameworks.
    • Understanding of neural network architectures and their computational needs.
    • Experience working with hardware/software teams to translate algorithms into hardware features.
    • Excellent documentation and communication skills.
    Benefits

    Tesla offers competitive compensation and a comprehensive benefits package starting from day one, including health plans, family benefits, 401(k), stock options, insurance, and various employee programs.

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