certification
Databricks Certified Machine Learning Professional
Source-cited RoleMath page about Databricks Certified Machine Learning Professional.
Check if you’re ready ↓Researched by RoleMath Research. Every figure on this page traces to the official source shown next to it.
A stretch credential — plan for real background first.
Databricks Machine Learning Professional assumes more background than a first-cert candidate typically has. Building hands-on practice first is the more efficient path; the domains below are your study map. RoleMath Difficulty methodology
Who this certification is designed for
The vendor’s stated audience, plus an honest fit for your starting point. No pass rates, no guarantees.
Per Databricks: Course attendance and one year of hands-on Databricks experience are highly recommended. Databricks Machine Learning Professional — official vendor page
None required; related training/course attendance recommended. It remains a reach for a new learner because the cited background recommendation is: Course attendance and one year of hands-on Databricks experience are highly recommended.
Eligibility source Recommended background and registration boundary Official credential page Official eligibility source Official exam structure source
None required; related training/course attendance recommended. For someone already in IT, the cited background recommendation is the main planning check: Course attendance and one year of hands-on Databricks experience are highly recommended.
Eligibility source Recommended background and registration boundary Official credential page Official eligibility source Official exam structure source
None required; related training/course attendance recommended. Veteran fit is planning context from eligibility, DoD-baseline flags when present, and GI Bill test-fee reimbursement evidence.
Eligibility source Recommended background and registration boundary Official credential page Official eligibility source Official exam structure source GI Bill licensing and certification test reimbursement
Funding to check: exam and prep costs may be reachable through vouchers, WIOA, Workforce Pell, GI Bill, or employer education assistance — eligibility depends on your location, provider, and status. Compare funding options →
Difficulty profile
A cited estimate of what the exam requires, split into two honest lenses — not one number, not a pass rate. RoleMath Difficulty methodology
These are exam-structure lenses, not a pass rate or anything about you.
Cost & upkeep
Exam fee plus what it takes to keep it — the recurring cost most pages hide.
- Exam voucher (US)
- $200 Databricks Machine Learning Professional — official vendor page
- 3-year self-study cost
- $200
No ROI math here — we never compare cost to a salary. training;renewal still needs verification. See the full cost breakdown →
Skills measured
The official objective domains and their exam weight — titles & weights only, straight from the vendor’s exam objectives. Databricks Machine Learning Professional — official vendor page
This vendor does not publish exam-domain weightings, so the domains are shown unweighted.
Prerequisites
What's required vs merely recommended — stated plainly.
- Hard requirement
- None — open registration Databricks Machine Learning Professional — official vendor page
“Recommended” is the vendor’s guidance, not a gate — you can register today.
Every figure on this page, sourced
The claims above trace to these records — the source, and when it was last checked. If a figure has no row here, we did not publish it.
| ID | Supports | Source | Checked |
|---|---|---|---|
| SCHEMA-CIT-1 | Schema citation | Machine Learning Professional Certification Page | Logged in source packet |
| SCHEMA-CIT-2 | Schema citation | Official Databricks weighted objective source | Logged in source packet |
Ready to see how this fits your background?
Find out if Databricks Certified Machine Learning Professional fits your background.