Master Thesis Out-of-distribution Detection and

vor 2 Monaten


Munich, Deutschland BMW Vollzeit

**THE FUTURE WILL NEVER SIMPLY WORK IN THEORY.**

**SHARE YOUR PASSION.**

World-leading technologies don’t make it into a BMW until they’ve undergone one of the most challenging journeys imaginable. It takes dynamic teams with outstanding technical skills to take them from the drawing board to the road. That’s why our experts will treat you as part of the team from day one, encourage you to bring your own ideas to the table - and give you the opportunity to really show what you can do.

We, the BMW Group, offer you an interesting and varied master's thesis in the area of autonomous driving perception.

**What awaits you?**
- Close collaboration in a team within the BMW research department.
- Explore different active learning approaches for autonomous driving perception.
- Evaluating approaches for out of distribution detection and corner case detection in autonomous driving.
- You are working on state-of-the-art techniques and develop novel approaches on a cluster infrastructure.

Please note that your thesis must be supervised by a university on your part.

**What should you bring along?**
- Strong knowledge in machine learning.
- Knowledge in computer vision.
- Strong programming skills.
- Proficiency with Python and deep learning frameworks (PyTorch or TensorFlow).
- Good English skills.

**What do we offer?**
- Comprehensive mentoring & onboarding.
- Personal & professional development.
- Work-Life-Balance & flexible working hours.
- Mobile work.
- Attractive remuneration.
- And many other benefits - see **jobs/benefits**

At the BMW Group, we see diversity and inclusion in all its dimensions as a strength for our teams. Equal opportunities are a particular concern for us, and the equal treatment of applicants and employees is a fundamental principle of our corporate policy. That is why our recruiting decisions are also based on personality, experience and skills.

Find out more about diversity at the BMW Group at **bmwgroup.jobs/diversity**

Earliest starting date: from 05/13/2024

Duration: 6 months

Working hours: Full-time

Contact:
BMW Group HR Team
+49 89 382-17001

Master Thesis Out-of-Distribution Detection and Active Learning for Perception (f/m/x)

20240415

Automotive
- München
- Deutschland

Unternehmensbereich:

- BMW AG

Standort:
München

Arbeitsbereich:
Neue Technologien

Job ID:
122208

Veröffentlichungsdatum:
15.04.2024

FullTime



  • Munich, Deutschland Siemens Vollzeit

    **Mode of Employment**: Limited **Use your knowledge as a springboard.** Do you like the sound of finding the smartest solution side by side with professionals and experts? If so, complete your master’s thesis with us. We can help you to combine knowledge, discover connections, and formulate ideas. When you join our team, you will gain an insight into a...


  • Munich, Deutschland OHB Digital Services GmbH Vollzeit

    OHB System AG is one of the leading space companies in Europe. The company is part of the listed high-tech group OHB SE, which has more than 3,000 employees working on pivotal European space programs. With two strong locations in Bremen and Oberpfaffenhofen near Munich and more than 40 years of experience, OHB System AG specialises in high-tech solutions for...


  • Munich, Deutschland OHB Digital Services GmbH Vollzeit

    OHB System AG is one of the leading space companies in Europe. The company is part of the listed high-tech group OHB SE, which has more than 3,000 employees working on pivotal European space programs. With two strong locations in Bremen and Oberpfaffenhofen near Munich and more than 40 years of experience, OHB System AG specialises in high-tech solutions for...


  • Munich, Deutschland Microsystems and Solid State Technologies Vollzeit

    Fraunhofer EMFT conducts cutting-edge applied research on sensors and actuators for people and the environment. The about 150 employees in the three locations in Munich, Oberpfaffenhofen and Regensburg possess impressive long-term experience and wide-ranging know-how in the fields of microelectronics and microsystem technology. The technology offering of the...


  • Munich, Deutschland BMW AG Vollzeit

    THE FUTURE WILL NEVER SIMPLY WORK IN THEORY. SHARE YOUR PASSION. World-leading technologies don’t make it into a BMW until they’ve undergone one of the most challenging journeys imaginable. It takes dynamic teams with outstanding technical skills to take them from the drawing board to the road. That’s why our experts will treat you as part of the team...

  • Master Thesis

    vor 1 Monat


    Munich, Deutschland Siemens Vollzeit

    **Mode of Employment**: Limited **Use your knowledge as a springboard.** Do you like the sound of finding the smartest solution side by side with professionals and experts? If so, complete your bachelor’s or master’s thesis with us. We can help you to combine knowledge, discover connections, and formulate ideas. When you join our team, you will gain an...


  • Munich, Deutschland Microsystems and Solid State Technologies Vollzeit

    Fraunhofer EMFT conducts cutting-edge applied research on sensors and actuators for people and the environment. The about 150 employees in the three locations in Munich, Oberpfaffenhofen and Regensburg possess impressive long-term experience and wide-ranging know-how in the fields of microelectronics and microsystem technology. The technology offering of the...


  • Munich, Deutschland BMW Vollzeit

    **SOME IT WORKS. SOME CHANGES WHAT'S POSSIBLE.** **SHARE YOUR PASSION.** More than 90% of automotive innovations are based on electronics and software. That's why creative freedom and lateral thinking are so important in the pursuit of truly novel solutions. And that’s why our experts will treat you as part of the team from day one, encourage you to...


  • Munich, Deutschland Technical University of Munich Vollzeit

    Master/Bachelor Thesis: Foundation Model Empowered Computational Pathology Images Analysis 27.05., Studentische Hilfskräfte, Praktikantenstellen, Studienarbeiten A Master/Bachelor thesis opportunity to evaluate foundation model performances on downstreaming pathology image tasks. Artificial intelligence (AI) can potentially transform...


  • Munich, Deutschland Technical University of Munich Vollzeit

    Master Thesis: Modelling of next-generation MEMS microphones for hearing aids 2D axisymmetric membrane model 17.04., Studentische Hilfskräfte, Praktikantenstellen, Studienarbeiten We are looking for students who like to work in an interdisciplinary team and intend to realize their master's thesis within our group at Professorship of...


  • Munich, Deutschland BMW AG Vollzeit

    NO NEED TO PREDICT THE FUTURE. YOU CAN CREATE IT. SHARE YOUR PASSION. World-leading technologies don’t make it into a BMW until they’ve undergone one of the most challenging journeys imaginable. It takes dynamic teams with outstanding technical skills to take them from the drawing board to the road. That’s why our experts will treat you as part of the...


  • Munich, Deutschland Technical University of Munich Vollzeit

    Master thesis in plant-insect interactions in the Alps 08.04., Studentische Hilfskräfte, Praktikantenstellen, Studienarbeiten Master thesis on plant-pollinator networks in the Alps We have a project offer for a master thesis in environmental sciences or related disciplines, for investigating plant-pollinator networks in grassland ecosystems...


  • Munich, Deutschland Technical University of Munich Vollzeit

    Master thesis in plant-insect interactions in the Alps 08.04., Studentische Hilfskräfte, Praktikantenstellen, Studienarbeiten Master thesis on plant-pollinator networks in the Alps We have a project offer for a master thesis in environmental sciences or related disciplines, for investigating plant-pollinator networks in grassland ecosystems...


  • Munich, Deutschland Microsystems and Solid State Technologies Vollzeit

    Fraunhofer EMFT conducts cutting-edge applied research on sensors and actuators for people and the environment. The about 150 employees in the three locations in Munich, Oberpfaffenhofen and Regensburg possess impressive long-term experience and wide-ranging know-how in the fields of microelectronics and microsystem technology. The technology offering of the...


  • Munich, Deutschland BMW Vollzeit

    **FINANCE DREAMS.** **CREATE JOY. BMW FINANCIAL SERVICES.** BMW Bank GmbH combines the flexibility of a mid-sized company with all the employee benefits of the BMW Group. Our working style is based around teamwork and international collaboration. Our colleagues develop their individual abilities through the close cooperation between different divisions and...


  • Munich, Deutschland BMW Vollzeit

    **SOME IT WORKS. SOME CHANGES WHAT'S POSSIBLE.** **SHARE YOUR PASSION.** More than 90% of automotive innovations are based on electronics and software. That's why creative freedom and lateral thinking are so important in the pursuit of truly novel solutions. And that’s why our experts will treat you as part of the team from day one, encourage you to...


  • Munich, Deutschland CARIAD SE Vollzeit

    Internship / Master Thesis - AI-based Multi-View Perception for Autonomous Driving (M/F/d) **AI / Data Platform** **Student & Talent Programs** - Munich, Ingolstadt, Wolfsburg, Mönsheim/Stuttgart, Berlin At CARIAD, we're bundling and further expanding the Volkswagen Group's software expertise. We’re uniting over 6,500 global experts to build a scalable...


  • Munich, Deutschland Technische Universität München Vollzeit

    Responsibility and Tasks: Cultivation of fungal strains (filamentous) for enzyme production - Quantitative enzymatic activity based on total protein content - Testing the synergistic effect of enzyme mixtures from different strains vs. single strains - Enzyme stability studies Optimization of biomass hydrolysis - Parameter studies (DOE), Sugar yield and...


  • Munich, Deutschland BMW AG Vollzeit

    NO NEED TO PREDICT THE FUTURE. YOU CAN CREATE IT. SHARE YOUR PASSION. World-leading technologies don’t make it into a BMW until they’ve undergone one of the most challenging journeys imaginable. It takes dynamic teams with outstanding technical skills to take them from the drawing board to the road. That’s why our experts will treat you as part of the...

  • Master Thesis Student

    vor 3 Wochen


    Munich, Deutschland Rolls-Royce Vollzeit

    Job DescriptionRolls-Royce Electrical (RRE) develops world class electrical technologies and products, as well as the associated integrated power generation and propulsion turnkey systems.  RRE is rapidly extending the company's capability in the electrical domain and will play an increasingly important role in all our businesses as we move forward towards...