Machine Learning Research Scientist, Behavior Planning And Prediction

Nuro

Mountain View, California, USA
$160,360 - $240,540/ year; annual performance bonu...
On-site
Scalable ml planning and prediction
Generative sequence modeling
Sequential decision making
Nuro is seeking a Machine Learning Research Scientist specialized in behavior planning and prediction to join their team in Mountain View, California. The ideal candidate will possess expertise in machine learning, particularly in areas such as reinforcement learning and generative modeling, to develop scalable solutions for autonomous driving

Job Summary

  • Work on scalable machine learning based planning and prediction systems to generate safe and feasible trajectories for autonomous driving.
  • Collaborate across autonomy teams while developing holistic solutions to top autonomy challenges.
  • Derive practical solutions and deploy them on real-world vehicles.

Matching Summary

Match Score: 85

Nuro is seeking a Machine Learning Research Scientist specialized in behavior planning and prediction to join their team in Mountain View, California. The ideal candidate will possess expertise in machine learning, particularly in areas such as reinforcement learning and generative modeling, to develop scalable solutions for autonomous driving.

Salary

$160,360 - $240,540/ year; Annual performance bonus, equity; Competitive benefits package

Skills & Requirements

Must-have

  • Scalable ML planning and prediction
  • Generative sequence modeling
  • Sequential decision making
  • Mitigate uncertainties
  • Python programming skills

Nice-to-have

  • Embodied AI for robotics
  • Causal reasoning
  • Model interpretability and explainability
  • Joint prediction and planning

Key Requirements

  • M.Sc. or Ph.D.
  • Computer Science, Artificial Intelligence, Mathematics
  • Sequential decision making expertise
  • Imitation Learning expertise
  • Deep Reinforcement Learning expertise
  • Generative modeling expertise
  • Large models expertise
  • Machine learning for robotics expertise
  • Python and C++ programming skills
  • Research publications in top conferences

Work Rights

Not specified

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