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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Vehicle Performance Modelling Engineer - **Company:** Wayve - **Location:** London, UK - **Salary:** £61,800.0 - **Contract:** Permanent contract - **Skills:** C++ (Programming Language), Computer Simulation, Experimental Data, Python (Programming Language), Machine Learning, Software Engineering, Systems Integration, Model Validation, Data Analytics - **Published:** September 25, 2026 - **Apply:** https://www.adzuna.co.uk/jobs/details/5896919458 ## About the Role * Experience in developing mathematical models and simulation algorithms for vehicle dynamics, robotics or control systems. * Understanding of classical mechanics, numerical analysis and computational methods. * Experience in validating simulation models against experimental data. * Software development with C++ or Python. Desirable * Previous experience in vehicle dynamics modelling for autonomous vehicles, automotive or motorsport. * Use of data-driven approaches (e.g. machine learning or system identification) for modelling systems with unknown physical parameters. * Familiarity with high-fidelity vehicle dynamics modelling tools (e.g. Dymola, CarSim, CarMaker) and integration in simulation workflows. Wayve is committed to creating an inclusive interview experience. If you require any accommodations or adjustments to participate fully in our interview process, please let us know. We understand that everyone has a unique set of skills and experiences and that not everyone will meet all of the requirements listed above. If you're passionate about self-driving cars and think you have what it takes to make a positive impact on the world, we encourage you to apply. ## Description As a Vehicle Performance Modelling Engineer you will be responsible for developing vehicle dynamics models and ensure simulations accurately represent real-world performance. This role provides the opportunity to implement the mathematical models, integrate them into the software stack, and evaluate their accuracy through simulation and experimental testing. This role offers brings a unique opportunity to shape the future of vehicle dynamics at Wayve by creating accurate representations of vehicles for both online and offline systems. You will work cross-functionally with robotics, simulation and product teams to integrate vehicle models into Wayve's innovative end to end driving stack., * Vehicle Modelling: Develop virtual vehicle models using physics-based and data-driven techniques. * Mathematical and Physical Modelling: Create detailed models that represent vehicle and subsystems virtually. * Validation and Performance Correlation: Validate models with on-road data and identify and implement correlation improvements. * Model Integration and Optimisation: Convert models into efficient, high-quality software components that meet accuracy, performance and scalability requirements. * Performance Analysis: Own processes, tools and experiments to evaluate on-road vehicle performance metrics. * Experimental Work: Plan, execute and analyse experimental tests to improve models accuracy. * Communication and collaboration: Share results and insights with stakeholders to foster collaboration and drive innovation. ## Related Videos - [PySpark - Combining Machine Learning & Big Data](https://www.wearedevelopers.com/videos/44-pyspark-combining-machine-learning-big-data) - [Introduction to Azure Machine Learning](https://www.wearedevelopers.com/videos/368-introduction-to-azure-machine-learning) - [Introduction to Responsible AI: Balancing Value and Risk](https://www.wearedevelopers.com/videos/1972-introduction-to-responsible-ai-balancing-value-and-risk) - [How to develop an autonomous car end-to-end: Robotic Drive and the mobility revolution](https://www.wearedevelopers.com/videos/22-how-to-develop-an-autonomous-car-end-to-end-robotic-drive-and-the-mobility-revolution) - [What non-automotive Machine Learning projects can learn from automotive Machine Learning projects](https://www.wearedevelopers.com/videos/397-what-non-automotive-machine-learning-projects-can-learn-from-automotive-machine-learning-projects) - [How Machine Learning is turning the Automotive Industry upside down](https://www.wearedevelopers.com/videos/61-how-machine-learning-is-turning-the-automotive-industry-upside-down) ## Related Articles - [How software is steering vehicle technology](https://www.wearedevelopers.com/magazine/515-how-software-is-steering-vehicle-technology) - [Where To Find Software Engineering Jobs](https://www.wearedevelopers.com/magazine/396-where-to-find-software-engineering-jobs) - [Fully Remote Software Engineer Jobs](https://www.wearedevelopers.com/magazine/447-fully-remote-software-engineer-jobs) - [What Jobs Can You Get with a Software Engineering Degree?](https://www.wearedevelopers.com/magazine/398-what-jobs-can-you-get-with-a-software-engineering-degree) - [Dev Digest 121 - AI goes offline](https://www.wearedevelopers.com/magazine/456-dev-digest-121-ai-goes-offline) - [Is Software Engineering Hard?](https://www.wearedevelopers.com/magazine/448-is-software-engineering-hard)