Postdoctoral Researcher in Star Formation and Machine Learning – Dynaverse Project, Institute for Astrophysics

The University of Cologne, one of Europe's largest and oldest universities, invites applications for a postdoctoral researcher position in the Institute for Astrophysics. This opportunity is part of the Excellence Cluster Dynaverse project ARC 1.2c, focusing on star formation research. The successful candidate will lead studies on the flow of material in regions where high mass stars are forming, identify potential streamers in the ALMAGAL sample, and establish a post-processing framework for existing MHD simulations to simulate dust continuum emission (including polarization) and molecular line emission. A key aspect of the role involves developing a machine learning system trained on synthetic observations to constrain the orientation and structure of streamers identified in real observations, as well as coordinating with other projects within the Dynaverse cluster. The position offers a diverse working environment with equal opportunities, support for balancing work and family life, extensive advanced training, occupational health management, flexible working time models, and the possibility to work remotely. The University of Cologne is committed to promoting equal opportunities and diversity, and applications from all suitable candidates are welcomed, with preferential consideration for women under the Equal Opportunities Act of North Rhine-Westphalia. The appointment is full-time (39.83 hours per week), starting from 1 April 2026, and is limited to a fixed term of three years. The salary is based on remuneration group 13 TV-L of the German public sector pay scale, subject to relevant wage requirements and personal qualifications. Applicants must have a doctoral degree in astrophysics or a related field, experience in analyzing numerical simulations and generating synthetic observations, interpreting molecular line observations, and familiarity with modern data analysis and machine learning methods. Excellent communication and interpersonal skills in an international and diverse environment are essential. To apply, submit a letter of motivation, CV, list of publications, and copies of certificates (without a photo) online via the University of Cologne job portal, referencing Wiss2601-12. The application deadline is 3 April 2026. For further inquiries, contact Professor Dr. Gary Fuller at [email protected]. For more information and to apply, visit the University of Cologne job portal .