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 DescriptionCausal reasoning is one of the main challenges in AI and a core task in many scientific and engineering disciplines. Accurate causal models enable robust behavior in Out-of-Distribution scenarios, which is essential for reliable inferences and Root-Cause-Analysis in real-world applications. However, traditional causal models are often computationally intractable, limiting their scalability to high-dimensional data and complex scenarios. To address these limitations, this master thesis will explore the combination of Large Language Model (LLM) agents with data-driven causal reasoning. The goal is to develop scalable and mathematically sound methods for Causal Machine Learning.
- During your thesis you will study and implement new scalable methods within Causal Machine Learning.
- You will collaborate with a global research team specialized in Causal Discovery, Causal Inference, and Root-Cause-Analysis.
- Ideally, your contribution will be part of a scientific publication and will have a real impact on Bosch use-cases.
- Education: Master studies in the field of Computer Science, Mathematics, Data Science, Statistics, Physics or comparable
- Experience and Knowledge: strong programming skills in Python; solid mathematical skills; prior knowledge in Graphical Models is preferable
- Personality and Working Practice: you excel at staying motivated in your tasks, communicating effectively with team members, and collaborating as a team player
- Languages: very good in English
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?
Nicholas Tagliapietra (Functional Department)
+49 152 34604222
Jürgen Lüttin (Functional Department)
+49 711 811 20059
#LI-DNI
Bosch Group Compensation & Benefits Highlights
The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Bosch Group and has not been reviewed or approved by Bosch Group.
-
Retirement Support — 401(k) matching and a company-funded pension are emphasized, complemented by performance-based bonuses. These retirement elements are portrayed as generous and a standout component of total rewards.
-
Healthcare Strength — Comprehensive medical, dental, vision, life insurance, and wellness initiatives such as the befit program and employee assistance support are highlighted as robust. Preventative care and mental health resources, with global consistency adapted by country, strengthen perceived healthcare value.
-
Leave & Time Off Breadth — Vacation time is described as well above legal minimums, with paid time off reaching up to five weeks in some cases. Paid holidays and sick leave further expand overall time-away options.
Bosch Group Insights
Similar Jobs
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
