Vehicle Performance Modelling Engineer
Core
Develop virtual vehicle dynamics models using physics-based and data-driven techniques to ensure simulations accurately represent real-world performance for Wayve's end-to-end driving stack.
Role type
Vehicle Performance Modelling Engineer
Builds
Virtual vehicle models integrated into Wayve's autonomous driving software stack
Domain
Autonomous vehicles / Vehicle dynamics / Simulation
Deliverable
production ML models | product features
Required skills
Mathematical modelling, Classical mechanics, Numerical analysis, Simulation algorithms, C++, Python, Model validation, Experimental data analysis
Preferred skills
Autonomous vehicle dynamics, Data-driven approaches (machine learning/system identification), High-fidelity dynamics tools (Dymola, CarSim, CarMaker)
Responsibilities
Develop virtual vehicle models using physics-based and data-driven techniques; Create detailed models representing vehicle and subsystems; Validate models with on-road data and implement correlation improvements; Convert models into efficient software components; Evaluate on-road vehicle performance metrics; Plan, execute and analyse experimental tests
Seniority
Mid-Senior, hands-on IC
