Vehicle Performance Modelling Engineer, Robotics
Core
Develop virtual vehicle models using physics-based and data-driven techniques to improve simulation accuracy and autonomous driving evaluation.
Role type
Senior IC vehicle dynamics and simulation engineer
Builds
Virtual vehicle models, simulation tools, and evaluation pipelines for autonomous driving
Domain
Autonomous driving, vehicle dynamics, robotics simulation (via careerplan.io/jobs/b6c681ff-1978-4211-93cd-53120a2164b2-vehicle-performance-modelling-engineer-robotics-at-wayve)
Deliverable
production ML models
Required skills
vehicle dynamics modelling, classical mechanics, numerical analysis, C++, Python, data-driven modelling, system identification, high-fidelity simulation tools (Dymola, CarSim, CarMaker)
Preferred skills
autonomous vehicle experience, motorsport background, experimental track testing, machine learning for system identification
Responsibilities
Develop virtual vehicle models using physics-based and data-driven techniques, Validate models against on-road data and implement correlation improvements, Convert models into efficient software components, Plan and analyze experimental tests at track or with partners, Integrate models into simulation and hardware-in-the-loop pipelines, Share results with robotics and product teams
