Senior Machine Learning Engineer (Simulation)

Join our team as a Senior Machine Learning Engineer (Simulation) where you will develop high-fidelity, scalable vehicle simulation models and collaborate with cross-functional teams to advance autonomous driving technology. You will analyze road test data, integrate data-driven models into simulation pipelines, and ensure technical work meets customer requirements and regulatory standards. Enjoy unlimited PTO, flexible working arrangements, health benefits, equity options, professional development opportunities, and daily catered lunches.

• Develop accurate, scalable vehicle dynamics models from collected road test data, leveraging deep learning and advanced data analysis techniques.
• Integrate the data-driven models into simulation pipelines with seamless compatibility and design and implement an automated modeling pipeline for periodic model training, evaluation, and updates.
• Collaborate with cross-disciplinary teams to reproduce and resolve issues encountered during real-world road tests, ensuring that technical work meets customer requirements, regulatory standards, and company quality policies.
• We are seeking a Senior Software Engineer with expertise in deep learning, data analysis, and vehicle dynamics modeling
• Ensure that technical work meets customer requirements, regulatory standards, and company quality policies
• Familiarity with state-of-the-art deep learning models and their applications
• Extensive experience applying deep learning techniques to time series forecasting and data analysis
• MS (with 3+ years of relevant experience) or PhD new grad in mechanical, electrical, aerospace engineering, physics, computer science, or a related field
• Excellent communication skills and the ability to collaborate effectively in a team setting
• Proficient in Python with experience working in large codebases
• Proficient in C++
• Background in autonomous vehicle prediction, planning, and control
• Strong understanding of conventional vehicle dynamics modeling
• Experience with autonomous vehicle or robotics simulation and related concepts