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Possible Tasks within this Role
- Developing hybrid machine learning methods to ensure Volkswagen specific driving control for assisted and automated driving
- Considering system influences such as component diversity, aging effects, and usage characteristics over time in adaptive driving control systems using ML techniques
- Providing and analyzing data from test drives and fleet operations for virtual system development
- Identifying potential for safe AI integration into current vehicle dynamics control systems and securing neural network outputs in safety-critical applications
- Defining a robust toolchain and algorithmic framework for virtual validation, including the consideration of external influences
Table of Content
Summary
- Application DeadlineNot Specified
- Study LevelPhD
- SponsorVolkswagen AG
- Eligible CountryAll Countries
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Benefits
- Attractive salary & 30 vacation days (+ 24.12. and 31.12. off)
- 35-hour week, flexible working hours, remote work
- Special conditions for the purchase and leasing of vehicles
- Free seminars on scientific work and interdisciplinary qualifications
- Participation in the doctoral network for scientific exchange with science representatives and other doctoral candidates within the Volkswagen Group
Requirements
- Good to very good university degree with a doctorate qualification and a major in control engineering, automotive engineering, data science, or comparable courses of study
- Good programming skills in Python and Matlab
- Practical experience in the field of machine learning, especially reinforcement learning
- Practical experience with the design of controllers such as MPC (Model Predictive Control)
- Interest in scientific work and interdisciplinary cooperation
- High level of personal commitment as well as teamwork and communication skills
- Structured and reliable way of working
- German and English language level B2
The final doctoral topic is defined together with the professor. The prerequisite for the cooperation is the confirmation of supervision as well as a confirmed delimitation of topics by the professor of a university or research institution entitled to confer a doctorate.
Application Deadline
Not SpecifiedHow To Apply
Are you qualified and interested in this opportunity? Kindly go to
Volkswagen AG on career5.successfactors.eu to apply
For more information, kindly visit Volkswagen Internship webpage.
