The posting
Internship: Data Science Nostics Full-time Amsterdam, Netherlands About the internship Nostics is developing a next-generation diagnostic platform for rapid detection and identification of bacterial infections. As part of a Eurostars project, we are working on using our technology for bloodstream infection diagnostics, combining advanced sensing technologies with data-driven analysis to enable faster and more informed clinical decisions. We are looking for a Data Science Intern to develop as well as use existing data pipelines and machine learning models on data generated from a technical evaluation study with two European hospitals. What You'll Do - Process and analyze spectral or high-dimensional biological data generated from clinical blood cultures - Support development and evaluation of machine learning models for classification and pattern recognition - Explore feature extraction and dimensionality reduction approaches (e.g. PCA, UMAP, clustering methods) - Assist in building reproducible data pipelines for preprocessing, annotation, and model training - Contribute to benchmarking and validation of models against experimental datasets - Help document workflows and results for internal use and project reporting (Eurostars) Who you are - Enrolled in an MSc in Data Science, Bioinformatics, Biomedical Engineering, Computer Science, or a related field - Strong foundation in Python (e.g. NumPy, pandas, scikit-learn) - Familiarity with machine learning methods and data analysis workflows - Strong analytical thinking and ability to structure and communicate results clearly



