Senior Machine Learning Engineer, Planning

Summary

Join Torc and catapult your career with the company that helped pioneer autonomous technology. As a Senior ML Engineer, you will design, develop, optimize, and deploy machine learning models for trajectory planning in our autonomous trucks.

Requirements

• Master’s degree in computer science, computer engineering, or engineering equivalent and 3+ years of relevant experience
• Deep understanding of machine learning frameworks such as TensorFlow or PyTorch
• Experience involving machine learning or related fields in a production environment
• Hands-on experience with learning-based prediction, planning and control
• Experience in autonomous driving systems, sensor fusion, and perception is a plus
• Adept communication skills, able to articulate complex concepts to diverse audiences
• Excellent problem-solving skills and the ability to work in a fast-paced, dynamic environment
• Advanced knowledge contributing to engineering and process creation and maintenance
• Excellent time management and organizational skills to plan, develop, and prioritize effectively

Responsibilities

• Design, develop, optimize and deploy machine learning models for trajectory planning in our autonomous trucks
• Produce production deployed models and software
• Contribute to the research, development, and improvement of machine learning models for end-to-end prediction, and planning
• Collaborate with data scientists and other engineers to evaluate and improve the efficacy of these models
• Develop software that is robust, efficient, and maintainable, always ensuring software quality
• Participate in team meetings to share progress, collaborate on new ideas, and address any challenges
• Stay updated on the latest developments in machine learning and autonomous driving. Evaluate how these can be utilized in our system
• Work closely with the Vehicle Intent, Sensing and Understanding, and other autonomy teams to align on objectives and deliverables
• Participate in technical discussions, brainstorming sessions, and other team meetings
• Develop and maintain thorough documentation for all developed models and associated code
• Provide mentorship and technical guidance to junior team members

Benefits

• A competitive compensation package that includes a bonus component and stock options
• 100% paid medical, dental, and vision premiums for full-time employees
• 401K plan with a 6% employer match
• Flexibility in schedule and generous paid vacation (available immediately after start date)
• Company-wide holiday office closures
• AD+D and Life Insurance