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Ort: | Graz, Steiermark, 8073 |
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Unternehmen: | AVL |
We offer the following research topic
Thesis - LLM-based Automated Root-Cause Analysis for Unexpected System Behavior
Master Thesis
We are seeking a motivated student for a master thesis in LLM-based Automated Root-Cause Analysis for the automotive industry. You will develop methods to analyze extensive textual data from multiple sources. You will work on prompt engineering and fine-tuning of large language models, in collaboration with industry experts. The objective of the thesis is to learn the dependency between observations in the time-series data and the correlations with the physical system, to finally rank the potential failure modes, and to cluster similar failure conditions. The thesis will offer valuable insights into addressing root causes of issues of powertrain systems.
YOUR RESPONSIBILITIES:
YOUR PROFILE:
WE OFFER:
The successful completion of the thesis is remunerated with a one-time fee of EUR €3,500.00 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!
At AVL, we foster and celebrate diversity: We recognize that diverse ways of thinking are required to achieve our vision of a greener, safer, and better world of mobility. Different backgrounds, attitudes, interests, and experiences make us successful. As Equal Opportunity Employer we consider all qualified applicants without regard to ethnicity, religion, gender, sexual orientation or disability status.
About AVL
AVL is one of the world's leading mobility technology companies for development, simulation and testing in the automotive industry, and beyond. We provide 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.
Find out more: www.avl.com
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AVL is not just about cars. It's about changing the future. Together.
Location:
Graz, AT
Company: AVL List GmbH
Job Function: Powertrain Engineering
Contract Type: Thesis
Posting Date: Apr 24, 2024
Job ID: 36980
About AVL
AVL is one of the world's leading mobility technology companies for development, simulation and testing in the automotive industry, and beyond. We provide 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.
Find out more: www.avl.com
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