Often Missing SkillsClear success metrics tied to business outcomesCross-functional influence without direct authorityExperimentation leadershipSegmentation ownershipData quality governanceVendor management disciplineOperational cadence for insight intake and delivery
Development SuggestionsStrengthen how you connect insights to measurable outcomes, such as retention, conversion, and satisfaction. Build a repeatable intake process with partners, standardize a small set of decision-ready metrics, and practice presenting recommendations with tradeoffs and expected impact. If research is strong but analytics is lighter, deepen measurement and experiment skills. If analytics is strong but research is lighter, build stronger qualitative methods and synthesis.