Staff Software Engineer - Machine Learning

General Motors Australia & New Zealand

Atlanta, Georgia, United States
Base: $134,000 to $235,900; bonus: incentive pyy b...
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4+ years robotics or latency-sensitive backend experience
Strong c++ or python programming skills
Experience with tensorflow or pytorch frameworks
** General Motors is seeking a Staff Software Engineer specializing in Machine Learning to join their Smart Agents group, responsible for developing ML models for simulating road users in autonomous vehicle testing. The ideal candidate should have extensive experience in robotics or latency-sensitive backend services and a passion for self-driving technology. **

Job Summary

  • The Smart Agents group builds ML models to simulate road users for testing and training autonomous driving policies.
  • Candidates will develop reinforcement learning models, optimize training loops, and create scalable ML infrastructure for production deployment.
  • General Motors offers a comprehensive benefits package including health insurance, retirement plans, and employee vehicle discounts.

Matching Summary

Match Score: 75

** General Motors is seeking a Staff Software Engineer specializing in Machine Learning to join their Smart Agents group, responsible for developing ML models for simulating road users in autonomous vehicle testing. The ideal candidate should have extensive experience in robotics or latency-sensitive backend services and a passion for self-driving technology. **

Salary

Base: $134,000 to $235,900; Bonus: Incentive pay based on performance; Benefits: Medical, dental, vision, retirement savings plan

Skills & Requirements

Must-have

  • 4+ years robotics or latency-sensitive backend experience
  • Strong C++ or Python programming skills
  • Experience with TensorFlow or PyTorch frameworks
  • Proven track record deploying AV perception/prediction models

Nice-to-have

  • Experience in simulation and robotics domains
  • Background from autonomous vehicle or robotics companies
  • Proficiency in CPU/GPU profiling and process scheduling
  • Passion for self-driving car technology impact

Key Requirements

  • 4+ years of experience in robotics or latency-sensitive services
  • Experience working with machine learning teams and algorithms
  • Track record of deploying models into real-world environments

Work Rights

Not specified

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