Often Missing SkillsSQLData ModelingExperiment DesignMetric DefinitionProduct DiscoveryAPI FundamentalsChange ManagementPrioritization
Development SuggestionsBuild a small portfolio that shows end to end analysis, including problem framing, requirements, data findings, and measured outcomes. Strengthen technical comfort by practicing SQL on real datasets and learning API basics so you can partner more effectively with engineering.