Machine Learning Engineer II – Vehicle Intent

Torc Robotics
Ann Arbor, MI
Category Data Analyst
Job Description
Torc is seeking a Machine Learning Engineer II to join their Model Development department, focused on developing deep learning-based solutions for autonomous vehicle technology. This role involves developing, optimizing, and deploying machine learning models to perceive the vehicle environment, predict movements, and execute driving decisions. The company is a leader in autonomous driving since 2007 and has been partnering with a major truck manufacturer.

Requirements

  • Develop and optimize behavior-level ML models
  • Implement model-architectures for Agent Prediction and Ego Motion Planning
  • Perform fine-tuning of ML models for motion prediction and planning
  • Develop metrics and evaluation pipelines
  • Utilize data science techniques to analyze model performance
  • Collaborate with robotics, software, and hardware engineering teams
  • Deploy machine learning models on edge devices
  • Optimize inference pipelines
  • Cross-functional Collaboration

Benefits

  • Competitive salary
  • Comprehensive benefits package
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