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Senior Machine Learning Engineer for Autonomous Truck Planning
1 month ago
Torc Robotics is a pioneer in autonomous vehicle technology, dedicated to transforming the way we travel, move freight, and conduct business. Since 2007, we've been commercializing our solutions with experienced partners, and as part of the Daimler family, we're focused on developing software for automated trucks.
Job DescriptionDesign and Develop Machine Learning Models for trajectory planning in our autonomous trucks. Collaborate with the Machine Learning teams and Vehicle Intent Department to advance capabilities in time-series forecasting for autonomous driving.
Key Responsibilities- Produce production-deployed models and software.
- Contribute to research, development, and improvement of machine learning models for end-to-end prediction and planning.
- Collaborate with data scientists and engineers to evaluate and improve model efficacy.
- Develop robust, efficient, and maintainable software, ensuring quality.
- Participate in team meetings to share progress, collaborate on new ideas, and address challenges.
- Stay updated on the latest developments in machine learning and autonomous driving, evaluating how to utilize them in our system.
- Work closely with Vehicle Intent, Sensing and Understanding, and autonomy teams to align on objectives and deliverables.
- Develop and maintain thorough documentation for models and associated code.
- Provide mentorship and technical guidance to junior team members.
- Master's degree in computer science, computer engineering, or equivalent with 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 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.
- Competitive compensation package with bonus component and stock options.
- 100% paid medical, dental, and vision premiums for full-time employees.
- 401K plan with 6% employer match.
- Flexibility in schedule and generous paid vacation.
- Company-wide holiday office closures.
- AD+D and Life Insurance.
