진학프로석·박사 채용 접수 플랫폼

40 hours/week | limited to 1 year

The Intelligent Systems and Buildings (ISAB) Lab, part of the Center of Artificial Intelligence & Machine Learning (CAIML) at TU Wien, is seeking a Postdoctoral Researcher working on causal machine learning for fault detection and diagnosis (FDD) in complex engineering systems, with a particular focus on renewable energy systems (wind turbines) and building energy systems. The successful candidate will work on machine learning methods for causal discovery and inference with time series data to improve interpretability, reliability and robustness of FDD in physical systems.

Key responsibilities:

• • Develop and implement causal machine learning models for time series problems.
• • Collaborate with other researchers in the field of machine learning.
• • Collaborate with domain experts in the field of energy systems.
• • Publish research output in leading conferences and journals.
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Skills/Qualifications

Your profile: We are looking for applicants with experience in one or more of the following domains: machine learning, time series analysis and signal processing, causality. We welcome applicants from diverse academic backgrounds including, but not limited to computer science, statistics, data science, physics, telecommunications and engineering.

Benefits

TU Wien is Austria's largest institution of research and higher education in the fields of technology and natural sciences. As a driver of innovation, TU Wien fosters close collaboration with business and industry and contributes to the prosperity of society.

Entry level salary is determined by the pay grade B1 of the Austrian collective agreement for project assistant. This is a minimum of currently EUR 5.014,30/month gross, 14 times/year for 40 hours/week. Expected start: as soon as possible (latest May 2026).

Additional comments

TU Wien is committed to increasing the proportion of women in particular in leadership positions. Female applicants are explicitly encouraged to apply. People with special needs are equally encouraged to apply. In case of any questions, please contact the confidant for disabled persons at the university, Mr. Gerhard Neustätter.

Application Deadline: 16 March 2026

Send your CV, a short motivation letter, and contact details of two referees to katharina.haidn@tuwien.ac.at. Applications are reviewed on a rolling basis until the position is filled.