Often Missing SkillsModern data platform architecture (lakehouse, streaming)SQL and product analytics for KPI instrumentationScaled release management and incident coordinationData governance and privacy compliance alignment
Development SuggestionsComplete a hands-on cloud/data platform course (e.g., Databricks or Google Cloud), practice SQL by building product KPI dashboards, and run a mock multi-team release using Jira with postmortems.