Vehicle Performance Modelling Engineer
Wayve is a London-headquartered embodied-AI company developing and licensing mapless, vehicle-agnostic driving software for assisted, automated, and robotaxi applications.
About Wayve
Wayve Technologies Ltd. develops the Wayve AI Driver, an end-to-end, data-trained software platform that runs on onboard vehicle compute and native sensors. It is designed for OEM integration across L1 driver assistance through L4 automated driving, without HD maps.
Skills
Candidate Availability
Required and preferred rules are kept separate and reflect the wording in the original posting.
About the Role
You will develop physics-based and data-driven vehicle dynamics models and integrate them into the software stack. You will validate models against on-road and experimental data, improve their accuracy and efficiency, evaluate vehicle-performance metrics, and share findings with stakeholders.
Requirements
- Experience developing mathematical models and simulation algorithms for vehicle dynamics, robotics, or control systems
- Understanding of classical mechanics, numerical analysis, and computational methods
- Experience validating simulation models against experimental data
- C++ or Python software-development experience
Responsibilities
- Develop virtual vehicle models using physics-based and data-driven techniques
- Create mathematical and physical models of vehicles and subsystems
- Validate models against on-road data and implement correlation improvements
- Convert models into efficient software components that meet accuracy, performance, and scalability requirements
- Own tools, processes, and experiments for evaluating on-road vehicle-performance metrics
- Plan, execute, and analyse experimental tests to improve model accuracy
- Share results and insights with stakeholders