Often Missing SkillsClear indicator definitionsSampling fundamentalsQualitative coding consistencyData management structureDashboard designRecommendation writingChange management for learning adoption
Development SuggestionsBuild a small portfolio that shows an end-to-end evaluation workflow, including a measurement plan, a clean dataset, a short analysis, and a concise recommendations memo. Practice translating findings into decisions, not just reporting numbers.