Entwicklung/Systemintegration Forschungs-IT (m/w/d)
Core
Develop and integrate modern data and AI-based solutions at the intersection of IT, research, and medicine, supporting both internal IT projects and innovative medical research initiatives.
Role type
Senior IC machine-learning engineer (medical research)
Builds
Data extraction and processing pipelines, AI/ML solutions for pattern recognition, NLP applications, and LLM-based systems (dialog systems, RAG) for medical text analysis.
Domain
Healthcare + Artificial Intelligence / Machine Learning
Deliverable
production ML models | product features
Required skills
Java, Python, Shell, Medinformatics, CNNs, RNNs, Large Language Models (LLMs), Linux/Unix systems, data pipeline development, clinical data integration, IT infrastructure components
Preferred skills
Database and interface development, distributed systems, experience with productive AI systems
Technologies
Java, Python, Shell, CNNs, RNNs, LLMs, RAG, Linux/Unix
Responsibilities
Develop and maintain data extraction and processing pipelines from clinical information systems; Integrate and process heterogeneous medical data; Develop and integrate AI/ML solutions for pattern recognition across different data modalities; Conceive and implement NLP applications for medical text analysis; Build and evolve IT and infrastructure solutions for data and AI applications; Collaborate with IT specialists, scientists, and doctors in interdisciplinary teams.
Seniority
Mid-Senior, hands-on IC
