
Measured data
Microsoft Fabric Analytics Engineer
We scored 50 real Microsoft Fabric Analytics Engineer exam questions 1-10 on question complexity and broke the result down by exam domain.
- 50 questions scored
- 3 domains
- 2.0/10 overall complexity
Complexity by exam domain
Higher scores mean more demanding question formats. The exam score is computed over the whole bank, not averaged across domains.
- Implement and manage semantic models12 questions · complexity 2.0/10 · Gentle
33% multi-select · 0% scenario · 33% interactive
- Maintain a data analytics solution13 questions · complexity 1.8/10 · Gentle
31% multi-select · 0% scenario · 31% interactive
- Prepare data25 questions · complexity 2.1/10 · Gentle
36% multi-select · 0% scenario · 32% interactive
Full per-domain breakdown
Blueprint weight, bank size and question format mix for every domain of the exam.
| Domain | Blueprint | Questions | Single | Multi | Interactive | Complexity |
|---|---|---|---|---|---|---|
| Implement and manage semantic models | 25% | 12 | 4 | 4 | 4 | 2.0/10Gentle |
| Maintain a data analytics solution | 25% | 13 | 5 | 4 | 4 | 1.8/10Gentle |
| Prepare data | 50% | 25 | 9 | 8 | 8 | 2.1/10Gentle |
How the score is calculated
The formula is fixed and public, so anyone can reproduce these numbers from the same bank.
Every question in the Microsoft Fabric Analytics Engineer bank is measured on four signals that can be read directly from the database. Each signal is expressed as a share of the questions in the domain, and the four shares are combined with fixed weights:
- Multi-select questions (40% weight). Items with more than one correct answer. The candidate has to find all of them, which is the single hardest format in the bank.
- Scenario questions (30% weight). Questions longer than 150 characters, which describe a situation instead of a definition and therefore test reasoning rather than recall.
- Interactive questions (20% weight). Items that require reading code or a configuration snippet.
- Deep explanations (10% weight). Questions whose explanation runs past 300 characters, which signals a concept with real nuance behind it.
The combined share is multiplied by ten to produce a 1-10 score. The exam-level score is computed over the whole bank rather than averaged across domains, so a small domain cannot distort the total. Figures on this page are recomputed from the live bank on every crawl.
Data set: Certilum Microsoft Fabric Analytics Engineer Foundation question bank, 50 questions, 3 domains. Published by CERTILUM. This is Certilum’s own measurement of its own question bank and is not an official Microsoft statistic.
- Questions analysed
- 50
- Exam domains
- 3
- Hardest domain
- Prepare data (2.1)
- Most approachable domain
- Maintain a data analytics solution (1.8)
- Question mix
- 18 single · 16 multi · 16 interactive
- Measured on
- Foundation
Frequently asked questions
What our Microsoft Fabric Analytics Engineer complexity numbers mean and how they are produced.