Analytics engineering overtakes classic BI in new job postings

New analytics postings increasingly ask for analytics-engineering skills — warehouse modeling and transformation — over dashboard maintenance.

Feature dbt, your warehouse (Snowflake, BigQuery), and the models you own. Reframe “built dashboards” as “built the pipeline the dashboards run on.”

Quantify reliability and freshness: tests added, incidents reduced, time-to-insight cut.