Research Scientist, Simulation Agents

Waabi

Remote
Fully remote
Imitation learning
Reinforcement learning
Generative models
Waabi is seeking a Research Scientist to join their Behaviors team, focusing on developing advanced simulation agents for their autonomous transportation technology. The role involves research in areas like imitation learning and reinforcement learning, and emphasizes collaboration with various teams to drive innovation and publish findings in top-tier conferences

Job Summary

  • The Behaviors team at Waabi develops cutting-edge simulation agents and scenario generation algorithms for Waabi World, our simulation platform.
  • Your work will define the scenarios that push our self-driving system to its limits, generate the training signal that makes them better, and form a core pillar of our scientific safety case to put them on the road.
  • Collaborate with our simulation, autonomy, and safety teams to define high-impact research problems, ship solutions into production, and drive progress towards Waabi’s milestones.

Matching Summary

Match Score: 85

Waabi is seeking a Research Scientist to join their Behaviors team, focusing on developing advanced simulation agents for their autonomous transportation technology. The role involves research in areas like imitation learning and reinforcement learning, and emphasizes collaboration with various teams to drive innovation and publish findings in top-tier conferences.

Skills & Requirements

Must-have

  • imitation learning
  • reinforcement learning
  • generative models
  • foundation models
  • planning and search
  • PyTorch, TensorFlow, or Jax

Nice-to-have

  • scientific rigor
  • rapid experimentation
  • collaborative candidates
  • impact the world

Key Requirements

  • Masters/PhD in machine learning, computer science, engineering
  • Publications in top-tier conferences or journals
  • Experience in self-driving, traffic simulation
  • Prototype to production systems
  • Large-scale training or simulation

Work Rights

Not specified

Tailored Resume

Cover Letter