Research Scientist, Learnable Planner (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Research Scientist, Learnable Planner (AI): Designing and executing a research agenda for deep-learning based motion planning for self-driving trucks with an accent on imitation and reinforcement learning. Focus on inventing scalable planning solutions and integrating research findings into production systems.
Location: Remote (US & Canada) or Hybrid (Dallas, Phoenix, Pittsburgh, San Francisco, Toronto)
Salary: $158,000 - $269,000 USD
Company
is a technology start-up and leader in Physical AI, developing autonomous transportation systems for commercial trucks and robotaxis.
What you will do
- Design and execute a research agenda for deep-learning based motion planning in self-driving.
- Advance state-of-the-art techniques in imitation learning, reinforcement learning, and foundation models.
- Collaborate with platform teams to deploy research findings into production systems.
- Monitor and contribute to the latest developments in AI, ML, and computer vision.
- Ensure engineering excellence through high-quality, well-structured, and tested code.
- Publish research at top-tier conferences such as NeurIPS, ICLR, ICML, and CVPR.
Requirements
- MS/PhD in Computer Science, AI, Machine Learning, Robotics, or a similar technical field (exceptional Bachelor's students considered).
- Experience in planning and decision-making approaches like RL, imitation learning, or optimal control.
- Demonstrated research experience via internships, projects, or papers at top conferences.
- Strong quantitative background in linear algebra, calculus, and probability.
- Proficiency in Python.
- Must be based in the US or Canada.
Nice to have
- Previous experience in self-driving technology.
- Experience deploying ML/DL models to a production robotics stack.
- Proficiency in PyTorch, Rust, C++, and/or CUDA.
Culture & Benefits
- Competitive compensation and equity awards.
- Comprehensive Medical, Dental, and Vision coverage for full-time staff.
- Unlimited Vacation policy.
- Flexible working hours and Work from Home support.
- Catered meals, drinks, and snacks provided in the office.
- Regular team-building and social events, both virtual and on-site.
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