Often Missing SkillsAdvanced quantitative research (conjoint/choice modeling)Robust survey programming and data quality controlsExperimental design and causal inferenceEnd-to-end vendor management and research operationsSQL for integrating first-party/customer data
Development SuggestionsComplete an advanced survey methods and choice modeling course; lead a full-cycle pilot study using Qualtrics (or similar), analyze in R/SPSS, and present an executive readout.