Hard Skills
AdvancedStatistical Data AnalysisThe application of mathematical techniques to interpret, summarize, and identify patterns within datasets.
IntermediateSurvey MethodologyThe systematic study of sampling individuals from a population and the associated data collection techniques.
IntermediateData Cleaning and ValidationThe process of identifying and correcting errors or inconsistencies in datasets to ensure data quality.
IntermediateTechnical Report WritingThe ability to document research processes and findings in a structured format for diverse audiences.
AdvancedEthical Compliance in ResearchKnowledge of legal and ethical standards regarding human subjects, data privacy, and confidentiality.