HITS is looking to fill a fully funded

to join the Machine Learning and Artificial Intelligence (MLI) group to perform research in geometric deep learning for materials science. This research is part of the SIMPLAIX consortium between the University of Heidelberg, Karlsruhe Institute of Technology, and the Heidelberg Institute for Theoretical Studies. The research will focus on generative models for crystalline materials, such as diffusion models and flow matching. Future applications of this technology include the design of novel materials for batteries and catalysts for direct carbon air capture. 

 

• Conduct cutting-edge research on generative models for materials science. 
• Combine concepts of differential geometry and group theory for improved generative models that utilize the symmetry group of the material’s crystal grid. 
• Publish your research findings at major machine learning conferences such as Neurips, ICML, ICLR, and in high impact journals. 
• Collaborate with other members of the research group and the SIMPLAIX consortium. 
• Supervision of research interns, bachelor- and master-students. 

What qualifies you for this job 

Applicants should possess a master’s degree in computer science, mathematics, theoretical physics, or a related discipline. Candidates should preferably have a strong theoretical background in machine learning, a solid foundation in linear algebra, and excellent programming skills. Knowledge in differential geometry, representation theory, and mathematical optimization is a plus but not required. High motivation, enthusiasm to work within an international team as well as strong interpersonal and communication skills are required. 

We offer 

 You will be based at the Heidelberg Institute for Theoretical Studies, where you will find: 

•  A first-class research environment and outstanding computing infrastructure. 
• An English-speaking, international and thriving work environment. 
• Strong international connections to academic and industrial research labs. 

As an organisation affiliated with the Klaus Tschira Foundation (KTS), we offer a wide range of benefits:

•  A competitive salary based on qualifications and professional experience. The salary range is between 55.000,- and 60.000,- EUR p.a. for a full-time post. 
• Work-life integration: Flexible working hours, 30 days of vacation, additional company holidays, and the option to work remotely on a pro-rata basis. 
• Job ticket, fitness and childcare subsidies, capital-forming benefits, company pension plan, health screen vouchers, and other attractive benefits. 
• Free car park and bicycle parking spaces with charging facilities. 
• Varied and subsidised meals in our in-house restaurant with free drinks and a coffee and tea bar. 

Find more information about Working at HITS. 

Informal enquiries on the post may be addressed to Jun.-Prof. Dr. Jan Stühmer 

 

Applications will be reviewed on a rolling basis.

To apply, please submit the following documents in a single PDF 

•  Cover letter, including your motivation 
• Curriculum vitae 
• Relevant academic certificates 
• Summary of research accomplishments 
• Names and contact information of two references 

 HITS gGmbH stands for equal opportunities and we strongly believe that our research benefits from inclusive and diverse teams.