SQL

Multi-join analytical query with named filters, grain, and cost estimate.

Idempotent, resumable batch transform from source to target.

Window functions, percentiles, gap-fill, sessionization done correctly.

Cut credit burn on a slow Snowflake query — warehouse, clustering, micro-partition aware.

Walk the EXPLAIN ANALYZE plan and pinpoint the cost driver.