Often Missing SkillsDeep knowledge of modern data platform architecture (warehouses, lakes, streaming)Data governance and privacy-by-design practicesCloud cost management and FinOps for data workloadsDefining and instrumenting product metrics for platform adoptionTranslating technical capabilities into business-outcome-focused roadmaps
Development SuggestionsComplete a cloud data warehouse/lakehouse course (e.g., Snowflake/Databricks) and lead a small internal platform initiative end-to-end to demonstrate adoption and measurable impact.