Hard Skills
ExpertStatistical ModelingThe application of mathematical models and equations to education data sets to identify trends, correlations, and predictive outcomes.
AdvancedPsychometricsThe science of measuring mental capacities and processes, specifically applied to the design and validation of educational assessments.
AdvancedProgramming for Data ScienceProficiency in languages such as R, Python, or SAS to automate data cleaning, statistical computation, and reporting.
IntermediateSurvey Design and MethodologyThe systematic design of questionnaires and sampling frames to gather high-quality data from students, parents, and teachers.
IntermediateData VisualizationThe creation of graphical representations of information to communicate complex statistical findings to non-technical stakeholders.