Master Thesis in Map Uncertainty in Autonomous Driving

Posted 4 Days Ago
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Renningen, Baden-Württemberg
Internship
Internet of Things
The Role
This role involves developing end-to-end models for autonomous driving, enhancing system performance in low-quality map environments, conducting experiments to improve model accuracy, and keeping up with advancements in technology. Additionally, you'll document findings and work on open-source projects.
Summary Generated by Built In

Company Description

At Bosch, we shape the future by inventing high-quality technologies and services that spark enthusiasm and enrich people’s lives. Our promise to our associates is rock-solid: we grow together, we enjoy our work, and we inspire each other. Join in and feel the difference.

The Robert Bosch GmbH is looking forward to your application!

Job Description

Are you passionate about the future of autonomous driving? We are seeking a talented and motivated individual to join our team of experts dedicated to advancing the capabilities of autonomous vehicles. In this role, you will play a crucial part in developing cutting-edge end-to-end (E2E) models that enhance the performance of autonomous driving systems, particularly in challenging environments where high-quality maps are not available.

  • You will collaborate with a team of engineers and researchers to design and implement advanced E2E models for autonomous driving.
  • Furthermore, you will focus on improving model performance in scenarios that rely on raw sensor inputs or low-quality maps, enabling the vehicle to infer its surroundings effectively.
  • In addition, you will conduct experiments and analyze data to identify areas for improvement and optimize model accuracy and reliability.
  • You will stay up-to-date with the latest advancements in autonomous driving technology and contribute innovative ideas to the team.
  • Finally, you will document findings and present results in a publishable manner as well as work on open-source benchmarks and datasets.

Qualifications

  • Education: Master studies in a relevant field or comparable with very good grades
  • Experience and Knowledge: in implementing machine learning applications, in Python with PyTorch, TensorFlow or JAX
  • Personality and Working Practice: an open-minded and reliable individual, who is eager to learn
  • Languages: fluent in English

Additional Information

Start: according to prior agreement
Duration: 6 months

Requirement for this thesis is the enrollment at university. Please attach your CV, transcript of records, examination regulations and if indicated a valid work and residence permit.

Diversity and inclusion are not just trends for us but are firmly anchored in our corporate culture. Therefore, we welcome all applications, regardless of gender, age, disability, religion, ethnic origin or sexual identity.

Need further information about the job?
Andreas Look (Functional Department)
+49 172 4836191 

#LI-DNI

Top Skills

Python
The Company
HQ: Gerlingen-Schillerhöhe
166,834 Employees
Remote Workplace
Year Founded: 1886

What We Do

The Bosch Group is a leading global supplier of technology and services. It employs roughly 402,600 associates worldwide (as of December 31, 2021). The company generated sales of 78.7 billion euros in 2021. Its operations are divided into four business sectors: Mobility Solutions, Industrial Technology, Consumer Goods, and Energy and Building Technology.

As a leading IoT provider, Bosch offers innovative solutions for smart homes, Industry 4.0, and connected mobility. Bosch is pursuing a vision of mobility that is sustainable, safe, and exciting. It uses its expertise in sensor technology, software, and services, as well as its own IoT cloud, to offer its customers connected, cross-domain solutions from a single source. The Bosch Group’s strategic objective is to facilitate connected living with products and solutions that either contain artificial intelligence (AI) or have been developed or manufactured with its help. Bosch improves quality of life worldwide with products and services that are innovative and spark enthusiasm. In short, Bosch creates technology that is “Invented for life.”

The Bosch Group comprises Robert Bosch GmbH and its roughly 440 subsidiary and regional companies in some 60 countries. Including sales and service partners, Bosch’s global manufacturing, engineering, and sales network covers nearly every country in the world. With its more than 400 locations worldwide, the Bosch Group has been carbon neutral since the first quarter of 2020. The basis for the company’s future growth is its innovative strength. At 128 locations across the globe, Bosch employs some 76,100 associates in research and development, of which more than 38,000 are software engineers.

Instagram: https://www.instagram.com/boschglobal/
Facebook: https://www.facebook.com/BoschGlobal
Twitter: https://www.twitter.com/BoschGlobal
Glassdoor: https://bit.ly/3raTZnH

Imprint: www.bosch.com/corporate-information
Privacy statement: www.bosch.com/data-protection-notice

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