Often Missing SkillsMetric GovernanceData ModelingAnalytics InstrumentationSQLData Privacy AwarenessChange ManagementData Quality Monitoring
Development SuggestionsBuild one end to end analytics product example, starting with a problem statement, metric definitions, and a simple dashboard. Strengthen SQL for basic querying, learn common data modeling concepts, and practice setting clear metric definitions with stakeholders. Add lightweight governance practices such as a metric glossary and data quality checks.