Senior Ai/ml Capacity And Performance Engineer

General Motors Australia & New Zealand

Sunnyvale, California, United States
Base: $144,700 to $261,300; bonus: incentive pyy p...
Hybrid
5+ years high-scale infrastructure experience
Expert python and pytorch ecosystem skills
Kubernetes orchestration for complex workloads
The role supports GM's critical efforts in developing autonomous vehicles by providing input into large-scale ML infrastructure strategy

Job Summary

  • The role supports GM's critical efforts in developing autonomous vehicles by providing input into large-scale ML infrastructure strategy.
  • Candidates will conduct deep-dive analyses of production workloads to identify bottlenecks and propose high-impact optimization strategies.
  • GM offers a comprehensive benefits package including medical, dental, vision, retirement savings, and employee assistance programs.

Matching Summary

The role supports GM's critical efforts in developing autonomous vehicles by providing input into large-scale ML infrastructure strategy.

Salary

Base: $144,700 to $261,300; Bonus: Incentive pay program based on performance; Benefits: Medical, dental, vision, retirement, and tuition assistance

Skills & Requirements

Must-have

  • 5+ years high-scale infrastructure experience
  • Expert Python and PyTorch ecosystem skills
  • Kubernetes orchestration for complex workloads
  • Nvidia DCGM and nvidia-smi monitoring proficiency
  • AWS, GCP, or Azure cloud platform expertise

Nice-to-have

  • Experience with H100, B200, and GB200 architectures
  • Hugging Face model deployment and scaling
  • BigQuery data analytics proficiency
  • Nvidia Nsight kernel-level tuning experience
  • Strong technical communication to business insights

Key Requirements

  • Bachelor's Degree in Computer Science or equivalent
  • 5+ years professional experience in ML systems
  • Proven track record in distributed production environments

Work Rights

Not specified

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