We are looking for a Senior Machine Learning Engineer to develop and optimize deep learning models that advance the state of the art in data-driven planning and control for autonomous driving. You will design, implement, and deploy machine learning systems for real-time trajectory generation in autonomous vehicles. This role involves solving challenging planning and control problems in resource-constrained, on-vehicle environments.
What You Will Work On
- Research, design, implement, optimize and deploy deep learning models that advance the state of the art in data-driven control algorithms for trajectory and path generation.
- Designing reward functions to improve vehicle behavior.
- Developing tools and metrics to analyze system errors and measure performance improvements
- Optimizing model and system performance for real-time inference
- Participating in code and design reviews
Minimum Qualifications
- Master’s or Ph.D. in Robotics, Computer Engineering, or a related field
Required Skills
- Proficiency in both C++ and Python
- Strong understanding of trajectory optimization, reinforcement learning algorithms and imitation learning
- 4+ years of experience in designing, training, and deploying ML models
- Self-motivated with strong problem-solving skills
- Eager to stay current with emerging technologies and committed to continuous learning.
- Conference or Journal publications in Machine Learning or Robotics-related venues
Bonus Points
- Experience with autonomous driving applications in areas such as perception, prediction, planning, or simulation
- Experience with CUDA and inference optimization for real-time systems
- Publications in reinforcement learning (RL), inverse reinforcement learning (IRL), optimal control, or robotics
The salary range for this role is an estimate based on a wide range of compensation factors including but not limited to specific skills, experience and expertise, role location, certifications, licenses, and business needs. The estimated compensation range listed in this job posting reflects base salary only. This role may include additional forms of compensation such as a bonus or company equity. The recruiter assigned to this role can share more information about the specific compensation and benefit details associated with this role during the hiring process.
Candidates for certain positions are eligible to participate in Motional’s benefits program. Motional’s benefits include but are not limited to medical, dental, vision, 401k with a company match, health saving accounts, life insurance, pet insurance, and more.