CEFR Level C2 / ILR Level 5 proficiency in English Strong Python skills Advanced SQL and data modeling expertise Experience shipping AI applications Proficiency with modern data tooling (dbt, data warehouses, orchestration tools, BI platforms, data enrichment tools) Deep understanding of GTM operations Strong systems thinking Excellent communication skills