Machine Learning Engineer II - Learned Planning (Reinforcement Learning) (Fully Remote)

Torc; United States; À distance; USD 120 000 - 190 000; Plein temps

Avantages offerts par ce poste

Medical, dental, and vision coverage

Stock options

Generous paid vacation

Résumé du poste

Torc, a Daimler-affiliated autonomous vehicle software company, is building the next generation of decision-making for autonomous trucks. You will develop and deploy behavior models guiding truck actions and integrate with perception, prediction, planning, and safety teams.

Ideal candidates have a CS/Robotics background, strong Python and ML skills, and experience with imitation or reinforcement learning. The role offers competitive compensation, stock options, and comprehensive health benefits.

Qualifications

• Bachelor's or Master's in CS, Robotics, or related field with relevant experience.
• Strong Python and PyTorch skills for production ML code.
• Experience with imitation learning, reinforcement learning, or sequence modeling.

Responsabilités

• Build and deploy behavior models for autonomous truck decision-making.
• Work with perception, prediction, planning, and safety teams.
• Focus on ML infrastructure for learned behavior systems.

Connaissances

Python

Imitation learning

Reinforcement learning

Sequence modeling

Formation

Bachelor's or Master's in CS, Robotics, or related field

Outils

PyTorch

Description du poste

• Torc has pioneered autonomous vehicle technology since 2007.
• As part of the Daimler family, it develops software for automated trucks.

The Role:

• You will build and deploy behavior models for autonomous truck decision-making.
• Work with perception, prediction, planning, and safety teams.
• Focus on ML infrastructure for learned behavior systems.

What You'll Need:

• Bachelor's or Master's in CS, Robotics, or related field with relevant experience.
• Strong Python and PyTorch skills for production ML code.
• Experience with imitation learning, reinforcement learning, or sequence modeling.
• Competitive compensation with bonus and stock options.
• 100% paid medical, dental, and vision premiums.
• 401K with 6% employer match and generous paid vacation.

Torc

Torc is an autonomous vehicle technology company that develops software for automated trucks, with a goal to transform freight movement. Now a part of the Daimler family, the company fosters a collaborative, energetic, and team-focused culture.