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Internship - Adas Override Analysis Through Big
Il y a 4 mois
Company Information:
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.
Check out:
**We offer** a dynamic multicultural work environment and the opportunity to be part of a highly motivated team where collaboration, creativity, courage, and curiosity play an important role. You will be working on exciting projects and benefit from a thorough on the job development, coaching and training.
Your commitment will be rewarded with a renumeration package. We provide flexibility to take care of both your career and your personal life by providing hybrid work environment with structural possibility to both work from home & collaborate in the office. You can also take your work abroad for up to 20 days/year.
At Toyota Motor Europe, we are committed to providing equal employment opportunity to all. All of our recruitment decisions are based on the individual and their qualifications along with the job requirements. The selection process is without regard to nationality, sexual orientation, gender identity or expression, age, religion, ethnicity, disability or other personal characteristics. We do not tolerate harassment or discrimination as our individual experiences and overall diversity is our key strength. Together we have the power to make a positive change and go beyond the ordinary.
If you need any specific consideration for the interview process due to disability or any other reason, please let the recruiter know.
Your Profile:
- Student in final year study of Masters’ degree in Engineering (Mechatronics, Automotive)
- Interested and knowledgeable in DataScience (proven Python / Matlab user), Statistics, human factor
- Flexible team player
- Fluent in English and good communication skills
**You have a Toyota DNA, this means you**:
- **C**ourage: you are ready to let go of the easy path to reach challenging targets
- ** C**ollaboration: you are a team player, respectful and inclusive in your style and you take a customer-oriented approach
- ** C**reativity: your passion drives you to explore innovative ideas and challenge the impossible
- ** C**uriosity: you combine imagination and fact-based observation
- ** C**oaching: you share knowledge and feedback with your colleagues and celebrate each other’s success
Your team and your responsibilities:
- Electronics Engineering - Advanced Development_
As part of Advanced Technology department our team is responsible for the pre-development of Advance Driving Assistance System (ADAS) and Autonomous Driving (AD) technology. We contribute to the development of Toyota ADAS &AD systems for vehicles designed and built in Europe (9 manufacturing plants in EU) as well as for system developed and marketed globally
**Your project**
ANALYSIS OF ADAS SYSTEMS OVERRIDE BY DRIVER THROUGH BIG DATA FOR NEXT GENERATION ADAS/AD
Towards the big challenge of Autonomous Driving (AD) vehicles, we are researching how to extend ADAS function towards AD. Understanding the human behavior and taste is key to a seamless introduction of this new technology in the market. Considering the complexity and variety of situation in real-life driving we need to research innovative approach for system development.
The internship work is intended to better understand their relation between the ADAS systems and their users, identifying the key items to enhance product performance and customer experience. It will be developed upon real world driving records and through a statistical analysis of the events where human overrid the ADAS systems. For this purpose, an analytical pipeline to extract, visualize and characterize such events has to be developed. The system improvement proposals resulting from this analysis could be implemented and validated in our onsite Driving simulator, allowing our intern to have short confirmation loop at every step of the development process.
The internship will also include documenting and reporting its work.
This internship is suitable for 1 student.
Expected workload share:
- Data feature engineering: 20%
- Event detection, driver behaviour analysis: 40%
- Test and validation: 30%
- Documentation: 10%
**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)
