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Master Thesis Predictive Modeling and Control for Autonomous Driving(m/w/x)
Modeling and simulating data upload processes for autonomous driving at BMW Group. Python or MATLAB programming skills required. Comprehensive mentoring, onboarding, and flexible working hours.
Requirements
- Studies in data science, machine learning, control systems, computer science or related fields
- Strong interest in autonomous driving and data-driven process optimization
- Knowledge of simulation techniques, preferably event-driven simulation approaches
- Understanding of time delay systems and process control concepts
- Programming skills in Python, MATLAB or similar tools for data analysis and modeling tasks
- Ability to work independently and communicate results clearly to technical stakeholders
- Good German and English skills
Tasks
- Support data process optimization for autonomous driving
- Analyze and model large data upload processes
- Develop parameterizable models for real-world data fitting
- Investigate and simulate process steps and delays
- Identify factors influencing data loss and delays
- Explore event-driven simulation methods
- Evaluate control strategies for process optimization
- Collaborate with autonomous driving and data analytics experts
Education
- Bachelor's degree
Languages
- German – Business Fluent
- English – Business Fluent
Tools & Technologies
- Python
- MATLAB
Benefits
Mentorship & Coaching
- Comprehensive mentoring
Other Benefits
- Onboarding
- Apartments for students
Learning & Development
- Personal development
- Professional development
Flexible Working
- Flexible working hours
- Mobile work
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Master Thesis Predictive Modeling and Control for Autonomous Driving(m/w/x)
Modeling and simulating data upload processes for autonomous driving at BMW Group. Python or MATLAB programming skills required. Comprehensive mentoring, onboarding, and flexible working hours.
Requirements
- Studies in data science, machine learning, control systems, computer science or related fields
- Strong interest in autonomous driving and data-driven process optimization
- Knowledge of simulation techniques, preferably event-driven simulation approaches
- Understanding of time delay systems and process control concepts
- Programming skills in Python, MATLAB or similar tools for data analysis and modeling tasks
- Ability to work independently and communicate results clearly to technical stakeholders
- Good German and English skills
Tasks
- Support data process optimization for autonomous driving
- Analyze and model large data upload processes
- Develop parameterizable models for real-world data fitting
- Investigate and simulate process steps and delays
- Identify factors influencing data loss and delays
- Explore event-driven simulation methods
- Evaluate control strategies for process optimization
- Collaborate with autonomous driving and data analytics experts
Education
- Bachelor's degree
Languages
- German – Business Fluent
- English – Business Fluent
Tools & Technologies
- Python
- MATLAB
Benefits
Mentorship & Coaching
- Comprehensive mentoring
Other Benefits
- Onboarding
- Apartments for students
Learning & Development
- Personal development
- Professional development
Flexible Working
- Flexible working hours
- Mobile work
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
About the Company
BMW Group
Industry
Automotive
Description
Das Unternehmen bietet spannende Praktika im Bereich Markenerlebnis und Eventmanagement und legt großen Wert auf Gleichbehandlung und Chancengleichheit.
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