Often Missing SkillsEnterprise data architecture and governanceExperimental design and causal inference at scaleKPI frameworks linking metrics to P&L outcomesLeading and scaling multi-disciplinary analytics teams
Development SuggestionsLead a company-wide KPI/measurement initiative and own data governance; complete CAP or an A/B testing specialization to formalize methods.