Staff Software Engineer - Machine Learning

General Motors Australia & New Zealand

Atlanta, Georgia, US
$134,000 to $235,900; bonus potential: incentive p...
Hybrid
Machine learning
Reinforcement learning
Ml/ai model development
The Smart Agents group is responsible for building the ML models and system to simulate road users in a variety of situations and generate the scenarios used for testing and training AV driving policies

Job Summary

  • The Smart Agents group is responsible for building the ML models and system to simulate road users in a variety of situations and generate the scenarios used for testing and training AV driving policies.
  • The specific duties may include ML/RL model development as well as training loop development, streamlining optimization, integration, creating ML infrastructure, metrics, and data pipelines for production model deployment as well as for fast experimentation cycles.
  • GM offers a variety of health and wellbeing benefit programs, including medical, dental, vision, retirement savings plan, and more.

Matching Summary

The Smart Agents group is responsible for building the ML models and system to simulate road users in a variety of situations and generate the scenarios used for testing and training AV driving policies.

Salary

$134,000 to $235,900; Bonus Potential: Incentive pay program; Benefits: Health and wellbeing benefit programs

Skills & Requirements

Must-have

  • Machine Learning
  • Reinforcement Learning
  • ML/AI model development
  • ML infrastructure
  • data pipelines
  • Generative AI models (GPT)

Nice-to-have

  • simulation and robotics experience
  • AV or robotics backgrounds
  • investigate sophisticated areas
  • breadth of understanding systems
  • wear several hats

Key Requirements

  • 4+ years of experience in robotics or latency-sensitive backend services
  • Proven experience in machine learning and classification
  • Strong programming skills in modern C++ or Python
  • Track record in deploying perception/prediction/av models

Work Rights

Not specified

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