Aktuelle Jobs im Zusammenhang mit Thesis - Machine Learning for the virtual testing of autonomous driving vehicles - Graz Stadt - AVL List GmbH

  • Thesis - Machine Learning for the virtual testing of autonomous driving vehicles

    Vor 6 Tagen

    Graz (Stadt), Österreich AVL List GmbH Vollzeit

    We offer the following reserach topic:Thesis - Machine Learning for the virtual testing of autonomous driving vehiclesYour ResponsibilitiesAutomotive companies are intensively developing automated driving functions and  vehicles. Unfortunately, we have already seen severe road accidents involving automated vehicles.  Thus, the safety and reliability...

  • Thesis - Machine Learning for the virtual testing of autonomous driving vehicles

    vor 3 Monaten

    Graz (Stadt), Österreich AVL List GmbH Vollzeit

     We offer the following reserach topic: Thesis - Machine Learning for the virtual testing of autonomous driving vehicles Your Responsibilities Automotive companies are intensively developing automated driving functions and  vehicles. Unfortunately, we have already seen severe road accidents involving automated vehicles.  Thus, the safety and...

  • Machine Learning Expert for Autonomous Driving Vehicle Testing

    vor 2 Wochen

    Graz, Österreich AVL List GmbH Vollzeit

    Research Opportunity: Machine Learning for Autonomous Driving Vehicle TestingWe are seeking a highly motivated research assistant to work on a thesis project focused on machine learning for the virtual testing of autonomous driving vehicles. The successful candidate will have the opportunity to contribute to the development of innovative methods for the...

  • Thesis Opportunity in Autonomous Driving Vehicle Testing

    vor 2 Wochen

    Graz, Österreich AVL List GmbH Vollzeit

    Thesis Project: Virtual Testing of Autonomous Driving VehiclesAt AVL List GmbH, we are seeking a highly motivated individual to work on a thesis project focused on the virtual testing of autonomous driving vehicles. This project is an excellent opportunity to apply theoretical knowledge in a practical environment and contribute to the development of...

  • Machine Learning Engineer for Autonomous Driving Vehicle Testing

    vor 2 Wochen

    Graz, Österreich AVL List GmbH Vollzeit

    Research Opportunity in Autonomous Driving Vehicle TestingWe are seeking a highly motivated and skilled Machine Learning Engineer to join our team at AVL List GmbH. As a researcher, you will work on developing methods for the efficient identification of critical scenarios in autonomous driving vehicle testing.Your Responsibilities:Develop and implement...

  • Research Engineer

    Vor 6 Tagen

    Graz, Steiermark, Österreich AVL List GmbH Vollzeit

    We are seeking a highly motivated and skilled researcher to join our team at AVL List GmbH, a leading mobility technology company, in a thesis research position focused on virtual testing for autonomous driving vehicles.Your ResponsibilitiesAs a research engineer, you will be working on the development of methods for the efficient identification of critical...

  • Machine Learning Engineer for Autonomous Driving

    vor 2 Wochen

    Graz, Österreich AVL List GmbH Vollzeit

    Research Opportunity in Machine Learning for Autonomous DrivingWe are seeking a highly motivated researcher to join our team and contribute to the development of machine learning methods for the virtual testing of autonomous driving vehicles.Your Responsibilities:Develop and implement machine learning algorithms for the efficient identification of critical...

  • Machine Learning Engineer for Autonomous Driving

    vor 1 Monat

    Graz, Steiermark, Österreich AVL List GmbH Vollzeit

    Job Description:We are seeking a highly motivated and skilled researcher to work on a thesis project in machine learning for autonomous driving. The successful candidate will have the opportunity to contribute to the development of innovative machine learning methods for the virtual testing of autonomous vehicles.Responsibilities:Performance comparison of...

  • Machine Learning Engineer for Autonomous Driving

    vor 2 Monaten

    Graz, Steiermark, Österreich AVL List GmbH Vollzeit

    About the Thesis:We are seeking a highly motivated and skilled student to work on a thesis project focused on machine learning for autonomous driving vehicles. The successful candidate will have the opportunity to work with our experienced team and contribute to the development of innovative solutions in the field of autonomous driving.Your...

  • Machine Learning Engineer for Autonomous Driving

    vor 3 Wochen

    Graz, Steiermark, Österreich AVL Vollzeit

    Job Opportunity:We are seeking a highly motivated and skilled Machine Learning Engineer to join our team at AVL. As a Machine Learning Engineer, you will be responsible for developing and implementing Machine Learning methods for the virtual testing of autonomous driving vehicles.Your Responsibilities:Performance comparison of Machine Learning methods...

  • Machine Learning Researcher for Autonomous Driving

    vor 2 Wochen

    Graz, Steiermark, Österreich AVL List GmbH Vollzeit

    Job Title: Machine Learning Researcher for Autonomous DrivingAbout the Job:We are seeking a highly skilled Machine Learning Researcher to join our team at AVL List GmbH. As a Machine Learning Researcher, you will be responsible for developing and implementing Machine Learning algorithms for the virtual testing of autonomous driving vehicles.Your...

  • Thesis - Machine Learning for the virtual testing of autonomous driving vehicles

    vor 7 Monaten

    Graz, Österreich AVL List GmbH Vollzeit

    YOUR RESPONSIBILITIES: Performance comparison of the Machine Learning methods developed at AVL Identification of the limitations of the Machine Learning methods developed at AVL  Analysing the methods by using cognitive testing methods available in the literature on a publicly available AD stack like Autowave and Apollo YOUR PROFILE: ...

  • Machine Learning Expert for Autonomous Driving Vehicle Testing

    vor 3 Wochen

    Graz, Steiermark, Österreich AVL List GmbH Vollzeit

    We are seeking a highly skilled Machine Learning expert to join our team at AVL List GmbH. As a key member of our research team, you will be responsible for developing and implementing Machine Learning methods for the virtual testing of autonomous driving vehicles.Key ResponsibilitiesDevelop and compare Machine Learning methods for efficient scenario...

  • Machine Learning Engineer for Autonomous Driving Systems

    vor 2 Wochen

    Graz, Österreich AVL List GmbH Vollzeit

    Research Thesis in ADAS/ADWe are seeking a highly motivated student to work on a research thesis project in the field of Autonomous Driving Systems (ADAS/AD). The project focuses on developing machine learning methods for object detection, lane detection, and driving scenario recognition.Your Responsibilities:Develop new generation machine learning methods...

  • Machine Learning Engineer for Autonomous Driving

    vor 2 Monaten

    Graz, Steiermark, Österreich AVL List GmbH Vollzeit

    Job Description:We are seeking a highly motivated and skilled student to work on a thesis project in machine learning for autonomous driving at AVL List GmbH.Your Responsibilities:Compare and evaluate machine learning methods developed at AVLIdentify limitations of AVL's machine learning methodsAnalyze methods using cognitive testing methods on a publicly...

  • Machine Learning Engineer for Autonomous Driving Systems

    vor 2 Wochen

    Graz, Österreich AVL List GmbH Vollzeit

    Job Description:We are seeking a highly motivated researcher to work on developing machine learning methods for autonomous driving systems. The successful candidate will have the opportunity to contribute to the development of cutting-edge AI solutions for autonomous vehicles.Responsibilities:- Develop new generation machine learning methods focused on...

  • Machine Learning Engineer for Autonomous Vehicles

    vor 3 Wochen

    Graz, Steiermark, Österreich AVL List GmbH Vollzeit

    We are seeking a highly motivated and skilled Machine Learning Engineer to join our team at AVL List GmbH. The successful candidate will have the opportunity to work on a thesis project focused on developing machine learning methods for autonomous driving systems.Key ResponsibilitiesDevelop new generation machine learning methods for object, lane, and...

  • Thesis - Machine Learning methods in the field of ADAS/AD

    Vor 6 Tagen

    Graz (Stadt), Österreich AVL List GmbH Vollzeit

    We offer the following reserach topic:Thesis - Machine Learning methods in the field of ADAS/ADYour ResponsibilitiesAn autonomous vehicle is a complex cyber-physical system that requires state-of-the-art ML/AI software components and sophisticated hardware equipment to work together. For the application of testing autonomous driving systems under...

  • Thesis - Machine Learning methods in the field of ADAS/AD

    vor 3 Monaten

    Graz (Stadt), Österreich AVL List GmbH Vollzeit

     We offer the following reserach topic: Thesis - Machine Learning methods in the field of ADAS/AD Your Responsibilities An autonomous vehicle is a complex cyber-physical system that requires state-of-the-art ML/AI software components and sophisticated hardware equipment to work together. For the application of testing autonomous driving systems under...

  • Machine Learning Engineer for Autonomous Driving

    vor 3 Wochen

    Graz, Steiermark, Österreich AVL Vollzeit

    Key Responsibilities:Compare and evaluate Machine Learning methods developed at AVLIdentify limitations of AVL's Machine Learning methodsAnalyze methods using cognitive testing methods on public AD stacks like Autowave and ApolloRequired Profile:Ongoing studies in Computer Science, Telematics, Physics, or Electrical EngineeringProficiency in Python or C++...

Thesis - Machine Learning for the virtual testing of autonomous driving vehicles

vor 3 Monaten

Graz Stadt, Österreich AVL List GmbH Vollzeit


We offer the following reserach topic:

Thesis - Machine Learning for the virtual testing of autonomous driving vehiclesYour Responsibilities

Automotive companies are intensively developing automated driving functions and  vehicles. Unfortunately, we have already seen severe road accidents involving automated vehicles.  Thus, the safety and reliability of autonomous driving vehicles (ADV) need to be tested and verified under different environmental and traffic conditions. But, how to test ADV in a safe way for all critical  situations?

A naïve approach would be virtual testing of all possible parameter and scenario combinations that influence the ADV sense, plan, and action system. Unfortunately, such testing with a full factorial variation of the parameters is not feasible. In AVL, we are developing methods for the efficient identification of critical scenarios.

  • Performance comparison of the Machine Learning methods developed at AVL
  • Identification of the limitations of the Machine Learning methods developed at AVL 
  • Analysing the methods by using cognitive testing methods available in the literature on a publicly available AD stack like Autowave and Apollo
Your Profile
  • Ongoing studies in the fields of Computer Science, Telematics, Physics or Electrical Engineering
  • Good programming skills in Python or C++
  • Knowledge of Machine Learning
  • Good knowledge of German and English
  • Knowledge of optimization methods is beneficial
  • For this thesis is your presence at our headquarter in Graz required
We offer
  • You can write your thesis independently and receive professional guidance and support from our experienced employees.
  • You will have the opportunity to exchange ideas with experts in the company and benefit from their expertise.
  • Take the opportunity to immerse yourself in the world of AVL and embed your theoretical knowledge in a practical environment.

About AVL

AVL is one of the world’s leading mobility technology companies for development, simulation and testing in the automotive industry, and beyond. The company provides concepts, solutions and methodologies in fields like vehicle development and integration, e-mobility, automated and connected mobility (ADAS/AD), and software for a greener, safer, better world of mobility.

The successful completion of the thesis is remunerated with a one-time fee of EUR 3.500,-- before tax.

You don't want to write your final thesis just for the books, then explore the mobility of the future together with us Maybe you will be a part of it soon

Apply now

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