Research Scientist, Simulation Agents (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Research Scientist, Simulation Agents (AI): Developing cutting-edge simulation agents and scenario generation algorithms for the World platform with an accent on realistic and controllable agent behavior. Focus on advancing the state-of-the-art in imitation learning, reinforcement learning, and generative models to improve autonomous transportation safety.
Location: Remote in the US & Canada or Hybrid in Dallas, Phoenix, Pittsburgh, San Francisco, or Toronto
Salary: $158,000 - $269,000 USD
Company
is a technology start-up and leader in Physical AI, developing autonomous trucking and robotaxi technology.
What you will do
- Own and execute a research agenda to develop realistic and controllable simulation agents.
- Advance SOTA in imitation learning, reinforcement learning, generative models, and foundation models.
- Collaborate with simulation, autonomy, and safety teams to ship production-ready solutions.
- Mentor junior scientists and interns to foster scientific rigor.
- Publish research in top-tier machine learning or robotics conferences.
Requirements
- Masters or PhD in Machine Learning, Computer Science, Engineering, or a related field.
- Strong background in imitation learning and/or reinforcement learning.
- Proven track record of publications in top-tier ML or robotics conferences/journals.
- Proficiency with ML frameworks such as PyTorch, TensorFlow, or Jax.
- Must be based in the US or Canada.
Nice to have
- Experience in self-driving or traffic simulation.
- Ability to transition research prototypes into production systems.
- Strong software engineering skills and experience with large-scale training.
Culture & Benefits
- Competitive compensation and equity awards.
- Comprehensive Medical, Dental, and Vision coverage.
- Unlimited Vacation policy.
- Flexible working hours and Work from Home support.
- Daily catered meals, drinks, and snacks for those in the office.
- Regular on-site, off-site, and virtual team-building activities.
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