Toyota Motor Europe

Internship Vehicle MBD - Machine learning based identification of vehicle characteristics from digital twins

Job ID
Business Area
Brussel (Zaventem)

Company Information

TOYOTA is one of the world’s largest automobile manufacturers and a leading global corporation. Founded in 1937, Toyota now sells vehicles in 170 countries and employs over 300.000 people. As a company, Toyota Motor Europe focuses on sustainability and future generations and strongly promotes diversity, inclusion and gender equality. We are highly interested in receiving the applications from professionals of all backgrounds and genders looking to build their career in either scientific, engineering or corporate positions.
Based in Brussels, Belgium, and staffed by 2.700 people and more than 60 nationalities, Toyota Motor Europe (TME) handles the wholesale marketing of Toyota and Lexus vehicles, parts & accessories, and manages Toyota’s European R&D, manufacturing and engineering operations.
For Toyota, Quality is a way of life. Nothing is so good that it cannot be made better, that is why we strive for continuous improvement in everything we do. This basic principle for us is called: “KAIZEN” and is what guides us in our pursuit of best Quality and the delivery of unparalleled customer’s satisfaction.

Your Profile

- Student in final year study of Master degree of engineering, mathematics, physics or computer science.
- Proficient with Python or Matlab.
- Engineering background on systems dynamics and control theory will be considered as strong assets.
- Knowledge of vehicle and system dynamics simulation packages (Carmaker/Amesim/Simpack) will be considered as assets.
- Fluent in English.


You have a “Toyota DNA”, this means you:
• Wish to develop and you are ready to persevere in order to reach challenging targets,
• Seek facts before making recommendations or decisions,
• Have strong planning and organization skills,
• Enjoy working in a team, respecting others,
• Enjoy a multicultural and international environment
• Have a creative mind,
• Have excellent communication skills.

Your team and your responsibilities

Team/division description
Vehicle Performance Engineering – Model Based Development
The VPE-MBD team has the role of developing and deploying digital methods for vehicle development to the R&D organization; this includes simulation and virtual evaluation technologies for vehicle dynamics performance teams (handling, ride comfort, drivability, etc.), as well as research on more advanced performance indicators for objective target setting for the vehicle and its subsystems.


Your project
Machine learning based identification of vehicle characteristics from digital twins
Your mission will be to develop a robust parameter estimation methodology trained by data from high fidelity digital twins (e.g. vehicle mass and center of gravity estimated from handling manoeuvres, or prediction of suspension loads); the methodology will be validated with data from a fleet of vehicles in the market and tested for deployment to real time applications.


Place of employment: Belgium - Brussels (Zaventem) : Toyota Motor Europe,  Technical Centre
Starting date: August 2021
Duration: 6 months
Confidentiality: Due to business requirement, not all performed projects can be reflected in the internship report. This issue needs to be discussed with candidate/school in advance.
It is mandatory that applicants are students for the entire period of the internship.


We can only accept students with an EEA or Swiss citizenship (not requiring a work permit or visa to be eligible to perform an internship in Belgium)


Sorry the Share function is not working properly at this moment. Please refresh the page and try again later.
Share on your newsfeed