Strong SQL and Python (requests, pandas, numpy, etc) Experience building data integrations between products Experience with APIs & auth (OAuth2, GA4 and Google Search Analytics API) Understanding of ETL/ELT workflows on PySpark Building logic of data extraction from non-structured data (referrers, canonical URLs, page types)