certification
Microsoft Certified: Azure Data Fundamentals
Source-cited RoleMath page about Microsoft Certified: Azure Data Fundamentals.
Check if you’re ready ↓Researched by RoleMath Research. Every figure on this page traces to the official source shown next to it.
A reasonable entry point — being new to the topics is expected here.
Microsoft Certified: Azure Data Fundamentals is a foundational exam Microsoft writes for people starting out. It is a recognized first credential; use the objective domains below as your study outline. 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 Microsoft: For candidates beginning to work with data in the cloud; you should be familiar with the concepts of relational and non-relational data and with data workload types such as transactional or analytical. Microsoft Certified: Azure Data Fundamentals — official vendor page
yes The readiness record treats this as beginner-suitable, with a Foundational exam-structure band. Some exam-structure details still need human confirmation.
Eligibility source Recommended background and registration boundary Official credential page Official eligibility source
yes For someone already in IT, the cited background recommendation is the main planning check: Audience profile This exam is an opportunity to demonstrate your knowledge of core data concepts and related Microsoft Azure data services. As a candidate for this exam, you should have familiarity with Exam DP-900’s self-paced or instructor-led learning material. This exam is intended for you, if you’re a candidate beginning to work with data in the cloud. You should be familiar with: The concepts of relational and non-relational data. Different types of data workloads such as transactional or analytical. You can use Azure Data Fundamentals to prepare for other Azure role-based certifications like Azure Database Administrator Associate or Azure Data Engineer Associate, but it is not a prerequisite for any of them. Some exam-structure details still need human confirmation.
Eligibility source Recommended background and registration boundary Official credential page Official eligibility source
yes Student fit is supported only as planning context from eligibility and any ACE-credit flag; the exam remains Foundational by structure. Some exam-structure details still need human confirmation.
Eligibility source Recommended background and registration boundary Official credential page Official eligibility source ACE college-credit planning source Workforce Pell planning source
yes Veteran fit is planning context from eligibility, DoD-baseline flags when present, and GI Bill test-fee reimbursement evidence. Some exam-structure details still need human confirmation.
Eligibility source Recommended background and registration boundary Official credential page Official eligibility 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.
Exam at a glance
How Microsoft administers the exam — the logistics only. This is format, not a pass prediction, and it says nothing about how hard the material is for your background.
- Duration
- 45 minutes
Skills measured
The official objective domains and their exam weight — titles & weights only, straight from the vendor’s exam objectives. Microsoft Certified: Azure Data Fundamentals — official vendor page
Prerequisites
What's required vs merely recommended — stated plainly.
- Hard requirement
- Yes — see the vendor Microsoft Certified: Azure Data Fundamentals — official vendor page
Version & change log
Which version is current — so you prepare for the exam that’s live today, not a retired one.
- Current version
- Microsoft Learn page updated 2025-10-31T22:09:00Z
What this proves — and how Microsoft says to prepare
Microsoft’s own framing of who earns it and what it signals, plus their free official study material. Quoted and cited — never dressed up as a job guarantee.
- What it signals you can do
- ['Describe core data concepts', 'Identify considerations for relational data on Azure', 'Describe considerations for working with non-relational data on Azure', 'Describe an analytics workload on Azure']
Job titles the mapped roles report
Reported job titles from the U.S. Department of Labor’s O*NET for the occupations Microsoft Certified: Azure Data Fundamentalsmaps to — the language of the market, not a placement or hiring claim. Titles vary by employer, seniority, and location.
- Business Analyst
- Business Intelligence Analyst (BI Analyst)
- Business Intelligence Consultant (BI Consultant)
- Business Intelligence Coordinator (BI Coordinator)
- Business Intelligence Specialist (BI Specialist)
- Competitive Intelligence Analyst
- Intelligence Analyst
- Market Intelligence Analyst
- Market Intelligence Consultant
- Strategic Business and Technology Intelligence Consultant
Source: O*NET OnLine reported job titles for the mapped SOC occupations.
Pay context for the roles this maps to
Occupation-level government data for a related role — not a salary this certification pays you.
$67,240 to $199,130 · Data Analyst (SOC 15-2051) BLS OEWS — Data Analyst (15-2051), national
This is what the occupation pays across the whole economy — set by the job, your experience, and location, not by holding this certification. Your actual pay will differ. See the full role page →
Credential credit map
What this counts toward
RoleMath shows cited equivalency, baseline, stacking, and renewal signals as planning context. These are not hiring guarantees or universal transfer credits.
College-credit recommendation
An ACE / college-credit recommendation — acceptance is decided by each institution.
ACE credit recommendations are planning context; each institution decides whether and how to award credit.
- ACE: 3 semester hour(s) recommendedsource visible
Microsoft Azure Data Fundamentals; ACE ID MLS-0064; org ID DP-900; active 06/01/2025-05/31/2028.
Official source
Equivalency, credit, and baseline mappings come from official/authoritative sources and are shown as planning context only. ACE recommendations are accepted at each institution's discretion; DoD baseline status must be confirmed against the current official DoD Cyber Exchange table; 'comparable scope' means similar role positioning, NOT an equivalence or substitution. No certification guarantees a job, salary, or outcome.
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 | Microsoft Certified: Azure Data Fundamentals | Logged in source packet |
| SCHEMA-CIT-2 | Schema citation | Official Microsoft Learn objective-domain source | Logged in source packet |
| SCHEMA-CIT-3 | Schema citation | Official Microsoft Learn field source | Logged in source packet |
| SCHEMA-CIT-4 | Schema citation | Official Microsoft Learn field source | Logged in source packet |
| SCHEMA-CIT-5 | Schema citation | Exam DP-900 study guide | Logged in source packet |
Ready to see how this fits your background?
Find out if Microsoft Certified: Azure Data Fundamentals fits your background.