The Associate is the entry-level Databricks data engineering certification — 45 questions in 90 minutes, testing foundational pipeline skills. The Professional is the advanced follow-on — 60 questions in 120 minutes, testing production-grade design, optimization, and testing. Both cost $200 and are valid two years. Most people take the Associate first.
Last updated July 2026.
| Associate | Professional | |
|---|---|---|
| Level | Entry / foundational | Advanced |
| Questions | 45 multiple-choice | 60 multiple-choice |
| Time limit | 90 minutes | 120 minutes |
| Cost | $200 USD | $200 USD |
| Validity | 2 years | 2 years |
| Prerequisites | None | None (Associate-level knowledge assumed) |
| Focus | Ingestion, ELT, jobs, governance basics | Advanced modeling, testing, optimization, security at scale |
| Coding depth | Reads code, picks best option | Deeper Spark & Python, edge cases |
Figures reflect the 2026 exam versions — confirm current details in the official Associate and Professional exam guides.
Both certifications cover the same broad territory — the Databricks platform, building pipelines, and governance. The difference is how deep the questions go.
The Associate checks that you can perform foundational tasks: load data with Auto Loader or COPY INTO, transform it through a medallion architecture, orchestrate it with Lakeflow Jobs, and apply basic Unity Catalog governance. Questions are scenario-based but test recognition and sound defaults.
The Professional assumes all of that and pushes into production concerns: designing for incremental processing and change data capture, testing and deploying pipelines reliably, tuning Spark for performance and cost at scale, modeling complex data, and applying security and monitoring across an organization. Expect more code, more edge cases, and more "why does this fail" reasoning.
You're new to Databricks, moving from analytics into engineering, switching careers, or you simply want a credential on your résumé quickly. It's the natural on-ramp and the more widely requested of the two.
You already build Databricks pipelines day to day, the Associate material feels obvious, and you want to prove senior-level, production-grade expertise for a data engineering role.
There's no rule that you must hold the Associate before sitting the Professional — neither has a formal prerequisite. But for most people the Associate is the smart first step: it's less expensive in study time, it confirms your fundamentals are solid, and it de-risks the harder exam.
No. There are no formal prerequisites for either exam, so you can attempt the Professional directly. Databricks does assume Associate-level knowledge on the Professional, so most people take the Associate first.
For nearly everyone, the Associate. It covers the fundamentals the Professional builds on, costs less study time, and is the more commonly requested credential in job listings.
Yes. It has more questions (60 vs 45), a longer time limit (120 vs 90 minutes), and goes deeper into production design, testing, optimization, and edge cases. It assumes hands-on experience.
Yes — both exams are $200 USD (plus local tax) and each certification is valid for two years.
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