Internship Neural Architecture Search Reinforcement Learning (f/m/d)

Internship Neural Architecture Search Reinforcement Learning (f/m/d)

Job ID:  9835
Company:  Volkswagen AG
Location: 

Wolfsburg, DE, 38436

Department:  Research and Development
Career Level:  Interns
Working Model:  Full-time
Contract Type:  Fixed-term
Remote Working:  Up to 40%
Posting Date:  Sep 26, 2024

Internship Neural Architecture Search Reinforcement Learning (f/m/d)

 

 

Environment

As part of Volkswagen Group Innovation, the AI & Data Analytics subdivision deals with the methodology and concept development of digital services for all Volkswagen Group brands. The main topics are, on the one hand, the processing and analysis of vehicle data and, on the other hand, the integration of artificial intelligence (AI) into digitized and networked vehicles. With the help of AI, for example, aging information and misbehavior of vehicle components are detected, but also perception tasks of autonomous driving are solved. Within these areas of responsibility, we offer you the opportunity to participate in the research and development of intelligent algorithms in a young and interdisciplinary team and to help shape the mobility of tomorrow.

Possible tasks within this role

  • Advise and support you in implementing advanced machine learning models

  • Optimization with the help of artificial intelligence, with a focus on the development of deep reinforcement learning models for automated driving applications

  • Optimize hyperparameters and network architectures using various optimization algorithms

  • Explore and compare different modeling approaches to improve performance and automate optimization processes

  • Solve complex mathematical problems, formulate and present hypotheses to influence solution design

Qualification requirements

  • Students of Data Science, Computer Science, Computational Science, Mathematics or a comparable field of study

  • Proof of good programming skills (e.g. in Python, C#)

  • Hands-on experience in the field of machine learning (ML)

  • Hands-on experience in developing ML and optimization algorithms

  • Experience in reinforcement learning is an advantage Basic-knowledge of Unity3D's simulation software is an advantage

  • Ability to work independently on a scientific topic

  • German and/or English level B2

The following documents must be submitted with the application

  • ​​​​Curriculum Vitae

  • Current certificate of enrolment

  • Current transcript of records

  • In case of a compulsory internship, a certificate from the university

  • Work permit for non-EU citizens


Contact person for this posting: Brigitte Adam-Huth

 

 

Environment

As part of Volkswagen Group Innovation, the AI & Data Analytics subdivision deals with the methodology and concept development of digital services for all Volkswagen Group brands. The main topics are, on the one hand, the processing and analysis of vehicle data and, on the other hand, the integration of artificial intelligence (AI) into digitized and networked vehicles. With the help of AI, for example, aging information and misbehavior of vehicle components are detected, but also perception tasks of autonomous driving are solved. Within these areas of responsibility, we offer you the opportunity to participate in the research and development of intelligent algorithms in a young and interdisciplinary team and to help shape the mobility of tomorrow.

Possible tasks within this role

  • Advise and support you in implementing advanced machine learning models

  • Optimization with the help of artificial intelligence, with a focus on the development of deep reinforcement learning models for automated driving applications

  • Optimize hyperparameters and network architectures using various optimization algorithms

  • Explore and compare different modeling approaches to improve performance and automate optimization processes

  • Solve complex mathematical problems, formulate and present hypotheses to influence solution design

Qualification requirements

  • Students of Data Science, Computer Science, Computational Science, Mathematics or a comparable field of study

  • Proof of good programming skills (e.g. in Python, C#)

  • Hands-on experience in the field of machine learning (ML)

  • Hands-on experience in developing ML and optimization algorithms

  • Experience in reinforcement learning is an advantage Basic-knowledge of Unity3D's simulation software is an advantage

  • Ability to work independently on a scientific topic

  • German and/or English level B2

The following documents must be submitted with the application

  • ​​​​Curriculum Vitae

  • Current certificate of enrolment

  • Current transcript of records

  • In case of a compulsory internship, a certificate from the university

  • Work permit for non-EU citizens


Contact person for this posting: Brigitte Adam-Huth

Job ID:  9835
Company:  Volkswagen AG
Location: 

Wolfsburg, DE, 38436

Department:  Research and Development
Career Level:  Interns
Working Model:  Full-time
Contract Type:  Fixed-term
Remote Working:  Up to 40%
Posting Date:  Sep 26, 2024

Volkswagen - that's why

We want to revolutionize and shape the mobility of tomorrow sustainably. For this purpose, we are looking for talents who are willing to break completely new ground with us and are not afraid to make mistakes. We are looking for personalities who want to achieve something extraordinary. And talents who believe in the innovative power of big ideas. Are you in?

Go to our career website

Questions?

Your application | All you need to know
FAQ – Frequently Asked Questions
Mail: einstieg@volkswagen.de ✉️
Hotline: +49 5361 9 36363


The costs for calls depend on the your provider's tariff. Roaming charges may apply for calls from abroad.

Technical Issues?

Technical Recruiting Support ✉️