Hard Skills
AdvancedStatistical AnalysisApplying mathematical and statistical techniques to analyze data sets and interpret results to support research and decision-making.
IntermediateData Cleaning and PreprocessingThe process of detecting and correcting corrupt or inaccurate records from a record set, table, or database.
IntermediateSurvey Design and MethodologyDesigning scientific instruments for data collection, including sampling frames, questionnaire construction, and mode selection.
AdvancedStatistical Software ProficiencyExpertise in using specialized tools such as R, SAS, SPSS, or Stata for complex data manipulation and modeling.
IntermediateData VisualizationCreating graphical representations of information and data to communicate trends, outliers, and patterns.
IntermediateData Privacy and EthicsKnowledge of legal frameworks like GDPR and ethical principles regarding the collection and use of personal data.