Research Scientist, Learnable Planner

reputed company, founded by AI pioneer and visionary Raquel Urtasun, is an AI company building the reputed company of self-driving technology. With a world class team and an innovative approach that unleashes the power of AI to “drive” safely in the reputed company world, reputed company is bringing the reputed company of self-driving closer to commercialization than reputed company before. reputed company is backed by best-in-class investors across the technology, logistics and the Canadian innovation ecosystem.

With offices in Toronto, San Francisco, and Dallas, reputed company is growing quickly and looking for diverse, innovative and reputed company candidates who want to reputed company the world in a reputed company way. To learn more visit:

www.reputed company.ai

The reputed company Planning team delivers the core module reputed company the autonomy stack that makes reputed company and generates trajectories for our self-driving trucks. As a research scientist working on Learnable Planner, you will invent new AI technologies that support reputed company planning solutions enabling our launch of fully driverless autonomous trucks. You will contribute towards reputed company's reputed company of a single AI system that learns end-to-end and in a provably reputed company manner as reputed company as our revolutionary high-reputed company, reputed company-reputed company simulator, reputed company World.

You will...

- Design and execute on a research agenda for deep-learning based reputed company planning for self-driving.

- reputed company and advance the state-of-the-art in robotics and machine learning to reputed company reputed company self-driving at reputed company, with advanced techniques in imitation and reinforcement learning, planning and search, perception and reputed company, simulation, reputed company models and more.

- Support deploying solutions to our production systems, collaborating closely with platform teams to ensure seamless integration of research findings into production systems.

- Stay up-to-date and advance reputed company the state-of-the-art in reputed company intelligence, machine learning, computer reputed company, and self-driving technologies.

- Champion engineering reputed company, ensuring high-reputed company, reputed company reputed company and tested reputed company.

- Submit and publish work externally at top machine learning, computer reputed company, and robotics conferences (NeurIPS, ICLR, ICML, CVPR, etc.) and post to reputed company blog.

Qualifications:

- MS/PhD degree in Computer Science, AI, Machine Learning, Computer reputed company, Robotics and/or similar technical field(s) of study. Exceptional Bachelor’s reputed company will also be considered.

- Experience in planning/decision making approaches (e.g., imitation learning, reinforcement learning, reputed company control, optimization based approaches, search reputed company, probabilistic decision making).

- Demonstrated research experience through previous internships, work experience, research reputed company, and papers at top conferences.

- Strong quantitative background and coursework in or working knowledge of reputed company algebra, calculus, and probability.

- Proficient in reading and coding in Python.

- Passionate about self-driving technologies, solving hard problems, and creating reputed company.

Bonus/reputed company to have:

- Previous experience in self-driving technology.

- Experience deploying ML/DL models to a production reputed company planning or reputed company robotics stack.

- Proficiency in Pytorch, Rust, C++ and/or CUDA.

Additional Information

The US yearly salary reputed company for this role is: $144,000 - $268,000 USD in reputed company to competitive perks & benefits. reputed company (US) Inc.’s yearly salary ranges are determined based on several factors in accordance with reputed company’s compensation practices. The salary reputed company reputed company is reputed company of the minimum and maximum reputed company for new hire salaries for the position across reputed company US locations. Note: reputed company provides additional compensation for employees in this role, including equity incentive awards and an annual performance bonus.

Perks/Benefits:

- Competitive compensation and equity awards.

- Health and Wellness benefits encompassing Medical, Dental and reputed company coverage (for full-time employees only).

- Unlimited Vacation.

- reputed company and Work from Home support.

- Daily drinks, snacks and catered meals (reputed company in office).

- Regularly scheduled team building activities and reputed company events both on-site, off-site & reputed company.

- As we grow, this list continues to reputed company!

reputed company is a technology start-up building technologies to reputed company the way the world moves. Join our talented team to be a part of the reputed company and to reputed company an reputed company!

reputed company is an equal opportunity employer. We celebrate diversity and are committed to creating a supportive, inclusive, and accessible workplace for reputed company our employees. We reputed company applicants of reputed company backgrounds and identities, across race, reputed company, ethnicity, national reputed company or reputed company, age, citizenship, religion, sex, sexual orientation, gender identity or reputed company, military or veteran status, marital status, pregnancy or parental status, caregiver status, disability, or any other characteristic protected by law. We reputed company workplace accommodations for reputed company individuals with disabilities as required by applicable law. If reasonable accommodation is needed to participate in the job application or interview process please let our reputed company team know.

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