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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in developing and validating mathematical models and simulation algorithms for vehicle dynamics and robotics, with proficiency in C++ or Python for production-quality code. Capable of integrating high-fidelity vehicle dynamics tools into simulation workflows and conducting experimental tests to enhance model accuracy and performance.
Highest-signal resume keywords
Mathematical Model DevelopmentSimulation AlgorithmsC++ ProgrammingPython ProgrammingVehicle Dynamics
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
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Hard Skills
Mathematical ModelingSimulation AlgorithmsData-Driven ApproachesNumerical AnalysisComputational MethodsModel ValidationExperimental TestingCorrelation ImprovementsHigh-Quality Software DevelopmentPerformance Optimization
Soft Skills
Stakeholder CommunicationCross-Functional Collaboration
Tools & Technologies
DymolaCarSimCarMakerHardware-In-The-Loop IntegrationSimulation Workflows
Industry Keywords
Vehicle DynamicsRoboticsControl SystemsAutonomous VehiclesMotorsport
Tech Stack
Tools & technologiesPythonC++
About the role
Key responsibilities & impact- 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, high-quality software components meeting accuracy, performance, and scalability requirements
- Plan, run, and analyse experimental tests at the track or with external partners
- Share results and insights with stakeholders across robotics, simulation, and product teams
- Develop virtual vehicle models integrated with advanced modelling technologies for simulation and evaluation
- Define metrics and KPIs for representative simulations and feed identified gaps back into modelling
- Integrate models across simulation, hardware-in-the-loop, and correlation pipelines
- Conduct cross-functional vehicle characterisation work with robotics, simulation, and product teams
- Potentially specialise in modelling, correlation/metrics, or experimental track work as the team scales
Requirements
What you’ll need- Experience developing mathematical models and simulation algorithms for vehicle dynamics, robotics, or control systems
- A strong grasp of classical mechanics, numerical analysis, and computational methods
- Experience validating simulation models against experimental data
- Confident writing production-quality code in C++ or Python
- Previous experience in vehicle dynamics for autonomous vehicles, automotive, or motorsport
- Comfortable with data-driven approaches, such as machine learning or system identification, for modelling systems with unknown physical parameters
- Familiarity with high-fidelity vehicle dynamics tools such as Dymola, CarSim, or CarMaker and integrating them into simulation workflows
- Eligibility to work in the country where applying
Benefits
Comp & perks- Salaries benchmarked against the market annually
- Meaningful equity, sharing in the ownership and long term success of Wayve
- Relocation support and visa sponsorship where applicable
- Hybrid working, core hours and the chance to work hands on in vehicle workshops and labs
- Learning and development budgets with support for training, conferences and growth
- Comprehensive benefits including health insurance, dental, enhanced maternity and paternity leave, retirement or pension where applicable, access to therapists, wellbeing partner discounts and more