Often Missing SkillsAdverse impact analysis and selection test validationRigorous job analysis and competency modelingSurvey design, factor analysis, and reliability testingApplied statistics using R/SPSS (regression, ANOVA)Design and evaluation of change initiatives
Development SuggestionsComplete a graduate-level I/O methods or psychometrics course and build a portfolio (job analysis, validation study, and survey report) using public or volunteer datasets.