8-12 years of working experience, specifically with SQL databases
Solid experience with R
Experience in Python (scikit-learn package)
Experience in handling and processing large multi-modal datasets (labs/vitals/reports/images)
Experience in the management and handling of high frequently measured datasets (e.g. via indexing in SQL databases)
Joining of multiple / diverse data frames
Experience in creating informative descriptive statistics of high-dimensional datasets (medians, means, missingness etc.)
Experience in analyzing longitudinal / time series data
Experience in the development, validation and interpretation of machine learning models. E.g. Random Forest, Boosted Trees, Regularized Logistic - Regression. Cross-validation, Up- & Down sampling
English - upper-intermediate
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