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This is the associate tier of the Databricks track — the high-volume way into the lakehouse ecosystem, with the professional data engineer tier above it.
Data analysts and junior ML practitioners working in Databricks SQL, notebooks and basic MLflow workflows — at enterprises standardizing their analytics on the platform.
Rising platform, rising tier. As Databricks displaces legacy warehouses, its associate certs pick up the analyst population that comes with them. The professional data engineer track is the way up from here.
The catch is churn at the associate tier: Databricks revises its exam structure often. This is a bet on the platform more than on the specific credential.
How Databricks Certified Data Analyst / ML Associate's market value changes with years since it was earned.
A hand-researched, independently verified set of the AI certifications that best fit your profile, chosen from sourced US market data with every figure carrying its source. $179, one-off, delivered within 24 hours.
Get your cert stack $179$179, one-off, delivered within 24 hours. Guidance based on market data — not financial advice or a guarantee of any salary or job outcome.
Bottom half of the CertBueno Top 100.
This certification pays 13% below the Top 100 median.
One of 3 Databricks certifications in the Top 100 — ranked 3rd among them.
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