Senior Ai/ml Capacity Engineer

General Motors Australia & New Zealand

Australia
$144,700 to $261,300; bonus potential: compyny per...
Fully remote
Ml infrastructure strategy
Capacity planning expertise
Python coding proficiency
The mission of the AVCPE team is to provide input into large scale ML infrastructure strategy, advise on key decisions affecting our cloud budget, identify and execute optimization projects, and provide capacity planning and engineering expertise to support GM’s efforts in developing autonomous vehicles (AV)

Job Summary

  • The mission of the AVCPE team is to provide input into large scale ML infrastructure strategy, advise on key decisions affecting our cloud budget, identify and execute optimization projects, and provide capacity planning and engineering expertise to support GM’s efforts in developing autonomous vehicles (AV).
  • Develop and refine technical models for capacity planning for GM’s AV infrastructure, design and build automated analytical tools for monitoring capacity and demand signals, and partner with AI/ML engineering, infrastructure engineering, and cloud vendors to proactively identify and drive optimization projects.
  • GM offers a variety of health and wellbeing benefit programs, including medical, dental, vision, retirement savings plan, paid vacation & holidays, and more.

Matching Summary

The mission of the AVCPE team is to provide input into large scale ML infrastructure strategy, advise on key decisions affecting our cloud budget, identify and execute optimization projects, and provide capacity planning and engineering expertise to support GM’s efforts in developing autonomous vehicles (AV).

Salary

$144,700 to $261,300; Bonus Potential: Company performance, job level, and individual performance; Benefits: Health and wellbeing programs, retirement savings plan, paid time off, and more.

Skills & Requirements

Must-have

  • ML infrastructure strategy
  • capacity planning expertise
  • Python coding proficiency
  • SQL on large datasets
  • distributed systems understanding

Nice-to-have

  • cross-functional project execution
  • GCP billing and usage analysis
  • modern ML system architecture
  • communication skills

Key Requirements

  • 5+ years of relevant work experience
  • Bachelor's Degree in Computer Science or related field or relevant work experience
  • Proficient in BI platforms
  • Data modeling experience

Work Rights

Not specified

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