Postdoctoral Researcher (m/f/d) in Synthetic Clincal Data and Workflows

Universitätsklinikum Augsburg; Augsburg; Presencial; EUR 54.000 - 75.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Public sector pension

Annual special payment

Descripción de la vacante

University Hospital Augsburg (UKA) invites applications for a full-time postdoctoral researcher in the Institute for Digital Medicine. The role focuses on semantically explainable synthetic clinical data and digital disruptions in care delivery.

The candidate will publish results internationally and work with clinical partners to advance resilient digital medicine at UKA.

Formación

• PhD in computer science, medical informatics, data science, mathematics or related quantitative field.
• Strong analytical skills and expertise in machine learning, synthetic data generation or simulation.
• Programming experience, preferably Python; reproducible research software is desirable.
• Evidence of scientific publishing and ability to conduct independent research.

Responsabilidades

• Develop and evaluate methods for generating statistically plausible, clinically and semantically consistent synthetic healthcare data.
• Integrate synthetic data with clinical workflow models and simulations to analyse missing, delayed or manipulated information.
• Conduct independent research, develop reproducible software and publish results in international journals and conferences.
• Coordinate interdisciplinary research with clinical partners and the Chair of Data Management and Clinical Decision Support.
• Contribute to research funding proposals and international collaborations and teaching activities.

Conocimientos

Analytical skills

Machine learning

Synthetic data generation

Process modelling

Simulation

Educación

PhD in computer science / data science / medical informatics / quantitative discipline

Herramientas

Python

Reproducible research software

Descripción del empleo

The Institute for Digital Medicine at the University Hospital Augsburg (UKA) is looking for a postdoctoral researcher (m/f/d) in a full-time position.

Digital technologies are essential to modern healthcare, but dependence on interconnected IT systems, data and digital workflows creates vulnerabilities that can affect care delivery and patient safety. The research group “Quantitative Resilience, Safety and Security in Medicine” at the Institute for Digital Medicine at University Hospital Augsburg develops quantitative models and decision support to help healthcare organizations anticipate, withstand and recover from digital disruptions.

You will develop semantically explainable synthetic clinical data that preserve clinical dependencies and process logic and use them to investigate the effects of digital disruptions on care delivery.

Your Responsibilities

• Develop and evaluate methods for generating statistically plausible, clinically and semantically consistent synthetic healthcare data
• Integrate synthetic data with clinical workflow models and simulations to analyse missing, delayed or manipulated information
• Conduct independent research, develop reproducible software and publish results in international journals and conferences
• Coordinate interdisciplinary research with clinical partners and the Chair of Data Management and Clinical Decision Support at the Institute for Digital Medicine
• Contribute to research funding proposals, international collaborations and the development of teaching activities

Your Profile

• PhD in computer science, medical informatics, data science, operations research, mathematics or a related quantitative discipline
• Strong analytical skills and methodological expertise in machine learning, synthetic data generation, process modelling or simulation
• Programming experience, preferably in Python; experience developing reproducible research software is desirable
• Evidence of scientific publishing and the ability to conduct independent research; interdisciplinary project or funding proposal experience is desirable
• Initiative, enthusiasm and the ability to collaborate with clinical and academic partners
• Very good written and spoken English. German is desirable but not mandatory

What We Offer

• An interdisciplinary research environment connecting quantitative methods, digital medicine and clinical practice
• Close collaboration with clinical and research partners at University Hospital Augsburg and the University of Augsburg
• Scope to develop an independent research profile and contribute to a growing research group
• Opportunities to publish internationally, present research at conferences and contribute to scientific collaborations
• Participation in the development of research software, clinical case studies and teaching in resilient digital medicine
• Remuneration up to pay grade EG 13 TV-L, depending on qualifications and professional experience, including the standard social benefits provided in the public sector (occupational pension scheme and annual special payment)

Contact

Prof. Dr. Emilia Graß
Professorship of Quantitative Resilience and Security Concepts in Medicine, Faculty of Medicine, University of Augsburg / Institute for Digital Medicine (IDM), University Hospital Augsburg (UKA)
0721/608-43983

Application Deadline

31st of October 2026

We look forward to you!

The position is suitable for people with severe disabilities. Applicants (m/f/d) with severe disabilities will be preferred if they are essentially the same aptitude, ability and professional performance. Women are invited to apply in accordance with Article 7 (3) BayGlG. When starting work at the Augsburg University Hospital, proof of sufficient immune protection in accordance with §§ 23, 23a IfSG must be presented or the same must be met.