Job
- Level
- Experienced
- Job Field
- Software, Data
- Employment Type
- Full Time
- Contract Type
- Temporary employment
- Location
- Augsburg
- Working Model
- Onsite
Job Summary
In this role, you will develop innovative machine learning applications for cardiology and intensive care, implement AI methods for clinical data analysis, and contribute to studies and publications.
Job Technologies
Your role in the team
- For the Institute of Digital Medicine (IDM), we are seeking a Medical Informatics Specialist / Data Scientist with a focus on Machine Learning, to start as soon as possible in full-time, for a fixed-term period of one year.
- Active participation in shaping and further developing ongoing machine learning and AI projects at the institute.
- Development of innovative AI use cases across various medical specialties, particularly cardiology and intensive care.
- Development, implementation, and evaluation of modern AI methods for clinical data analysis as well as LLM-based systems (including Retrieval-Augmented Generation and related architectures).
- Preparation and publication of scientific results in international journals and at conferences.
- Methodical and conceptual contribution to the acquisition of third-party funding.
This text has been machine translated. Show original
Our expectations of you
Education
- Completed university degree (Master's/Diploma/PhD) in Medical Informatics, Data Science, Artificial Intelligence, Computer Science, or a related field.
Qualifications
- In-depth knowledge in the field of Machine Learning and Deep Learning.
- Basic understanding of software engineering principles (e.g., version control, documentation, clean code structures).
- High motivation, independent and solution-oriented work approach, as well as strong problem-solving skills.
- Good German and English skills in our international team.
Experience
- Experience in the analysis and processing of clinical data and/or experience in the design and implementation of LLM-based systems, e.g., prompting, fine-tuning, retrieval-augmented generation (RAG), or agent-based approaches.
- Excellent programming skills in Python as well as experience with common ML and LLM frameworks.
This text has been machine translated. Show original
Benefits
More net
Work-Life-Integration
Topics that you deal with on the job
Job Locations
This is your employer
Universitätsklinikum Augsburg
As one of the largest university hospitals in Germany, the Augsburg University Hospital combines nearly all medical specialties and offers top-notch care. With over 7,400 employees, it is a central player in medical research and education.
Description
- Company Type
- Established Company
- Working Model
- Hybrid, Onsite
- Industry
- Healthcare, Social Sector
Medical Informatics Specialist / Data Scientist with a focus on Machine Learning
- Location
- Augsburg
- Working Model
- Onsite
- Diversity
- Open for all genders
