Hard Skills
IntermediateStatistical Software ProficiencyThe ability to use specialized software packages like SPSS, SAS, or R to manipulate and analyze complex social datasets.
IntermediateSurvey AdministrationManaging the lifecycle of survey instruments, including questionnaire distribution, response monitoring, and follow-up strategies.
IntermediateData Cleaning and ValidationProcedures for identifying and correcting errors, missing values, and inconsistencies in raw data to ensure it is fit for analysis.
IntermediateEthical Research StandardsKnowledge and application of legal and ethical guidelines regarding participant consent, anonymity, and data protection (e.g., GDPR).
IntermediateQuantitative Research MethodologyUnderstanding the design and application of numerical research techniques, including sampling theory and statistical significance.
IntermediateTechnical Report WritingThe skill of distilling complex statistical findings into clear, concise, and readable summaries for non-technical stakeholders.