Doctoral student or Research Associate (m/f/d) in the field of Machine Learning and Data Science

Doctoral student or Research Associate (m/f/d) in the field of Machine Learning and Data Science

Founded in 1607, Justus Liebig University Giessen (JLU) is a research university rich in tradition. Inspired by curiosity about the unknown, we enable around 25,000 students and 5,800 employees to advance science for society. Join us in breaking new ground and writing success stories - your own and those of our university.

Support us from next possible date in full-time as a

Doctoral student or Research Associate (m/f/d)
in the field of Machine Learning and Data Science

The position is part of the externally funded project “Development of AI based Digital Twin Models and ML-Methods for Structured Clinical Data" and is to be filled on a fixed-term basis in accordance with § 2 WissZeitVG and § 72 HessHG with the opportunity for own academic qualification at theChair of Interstitial and Rare Lung Diseases of Internal Medicine at the Faculty of Medicine. The salary is in accordance with the collective labour agreement of the State of Hessen (E 13 TV-H).

As long as the maximum permissible duration of a fixed-term contract is not exceeded, you will be employed for a period of 3 years.

Your tasks at a glance

The project aims to build a framework to apply machine learning methods like generative pretrained transformers (GPT) to structured clinical data. The machine learning model will be trained on numeric biomedical data and clinical data from multiple points in time for each patient, focusing on four disease areas in lung research. The resulting machine learning model will be used as a digital twin for predictive analyses, imputation of missing data, and generation of synthetic patient data for specific disease phenotypes. Your tasks involve:

• Development or adaption of existing GPT/LLM frameworks to process structured data
• Preparation and integration of existing data
• Training performance and evaluation

The provision of academic services (including the processing of a research project financed by third party funds on a temporary basis) also serves the purpose of academic qualification.

Your qualifications and competences

• Completed Master‘s degree or equivalent university degree in Data Science, Computer Science, Bioinformatics, Mathematics or a related field
• Experience with at least one major machine learning framework, e.g. PyTorch or TensorFlow
• Confident use of Linux/Unix-Systems
• Sound knowledge and understanding of machine learning methods, especially transformer models as well as large language models
• Programming experience in Python
• Strong interest in working with real patient data and in collaborating with leading scientists
• Ability to work in a team, communication skills and very good written and spoken English. Basic knowledge of German is required (A1).

Our offer to you

• A varied job with flexible working hours
• Free use of local public transport (LandesTicket Hessen)
• More than 100 training seminars, workshops and e-learning opportunities per year for personal development, as well as a wide range of health and sports activities
• Remuneration according to TV-H, company pension scheme, child allowance and special payments
• Good compatibility of family and career (certificate "audit familiengerechte hochschule")

JLU welcomes qualified applications regardless of biological and social gender, disability, nationality, ethnic and social origin, religion, ideology, age as well as sexual orientation and identity. The JLU aims for a higher proportion of women in accordance with the women's promotion plan. We therefore particularly encourage qualified female candidates to apply. JLU is certified as a family-friendly university. Applications from disabled people of equal aptitude will be given preference.

You want to break new ground with us?

Apply via our online form by November 4th, 2025 , indicating reference number 429/11. We look forward to receiving your application.

Job details

Title

Doctoral student or Research Associate (m/f/d) in the field of Machine Learning and Data Science

:59 (Europe/Berlin)
:59 (CET)

Giessen University is a modern institution which can take pride in some four centuries of past achievement. With around 24,000 students.

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