Databricks Data Engineer Associate — Free Online Mock Test
45 Q / 90 min. Delta Lake, Spark SQL, ELT pipelines. Pass at 70%. · Official language: English.
Intermediate
Tech & IT Certifications
45 questions
90 min
50 distinct variants
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Databricks Data Engineer Associate exam at a glance
Databricks Data Engineer Associate section breakdown
The Databricks Data Engineer Associate mock test on Wrexa Edge replicates the real exam's section structure — same names, same question count per section, same time limits. No inter-section breaks — the timer runs continuously.
Databricks Data Engineer Associate scoring & marking scheme
100–1000
Scaled score range
Strategy: Databricks Data Engineer Associate has no negative marking. Attempt every question — blank answers cost you potential marks but cannot pull your score down.
Scale: Databricks DEA (pass at 70%).
How Databricks Data Engineer Associate is conducted
Mode
Proctored — Wrexa Edge mirrors this with a webcam-based proctoring flow (face detection, room scan, fullscreen lock, tab-switch detection).
Test format
Linear / fixed-form — every candidate sees the same number of questions per section.
Backtracking
Allowed — you can revisit and change answers within a section.
Mark for review
Available — flag tough questions and return to them before submitting the section.
Databricks Data Engineer Associate time strategy
With 45 questions in 90 minutes, you have about 120 seconds per question on average. Successful candidates aim for the following pacing on each section:
Databricks DEA — Full Exam (45 Q)
Target ~120 sec/question. If a question takes more than 180 seconds, mark for review and move on.
Wrexa Edge's analytics show your actual time-per-question after every mock so you can spot which sections you're losing time on.
Databricks Data Engineer Associate topics covered
Across the 50 Wrexa Edge variants of Databricks Data Engineer Associate, the following topics appear most often (sample distribution from one variant):
Databricks DEA — Full Exam (45 Q)
- Storage — Replication · 3
- Databases — Cosmos · 3
- Databases — Azure SQL · 2
- Messaging — Service Bus · 2
- Security — Key Vault · 2
- Identity — RBAC · 1
- Identity — Managed Identity · 1
- Compute — Functions · 1
Sample Databricks Data Engineer Associate questions
A preview of real practice questions from the Wrexa Edge Databricks Data Engineer Associate bank — the same style, phrasing and difficulty you'll face on test day. Full solutions unlock free inside the mock.
Databricks DEA — Full Exam (45 Q) · Identity — RBAC
Q1. The "Owner" role differs from "Contributor" because Owner can:
Why: Correct answer: D — Manage RBAC role assignments (delegate access); Contributor cannot. Topic: Identity — RBAC.
Databricks DEA — Full Exam (45 Q) · Identity — Managed Identity
Q2. A user-assigned managed identity:
Why: Correct answer: A — Is a standalone Azure resource that can be assigned to multiple Azure services. Topic: Identity — Managed Identity.
Databricks DEA — Full Exam (45 Q) · Compute — Functions
Q3. A workload requires running serverless code triggered by HTTP, queue, and timer events with minimum management. Choose:
Why: Correct answer: B — Azure Functions. Topic: Compute — Functions.
Databricks DEA — Full Exam (45 Q) · Compute — App Service
Q4. Azure App Service automatically scales horizontally based on:
Why: Correct answer: C — CPU/memory/queue-length rules or schedule (auto-scale). Topic: Compute — App Service.
Databricks DEA — Full Exam (45 Q) · Compute — AKS
Q5. An AKS (Azure Kubernetes Service) cluster provides:
Why: Correct answer: D — A managed Kubernetes control plane with customer-managed node pools. Topic: Compute — AKS.
Databricks DEA — Full Exam (45 Q) · Compute — Container Apps
Q6. Azure Container Apps differs from AKS by:
Why: Correct answer: A — Abstracting Kubernetes operations; serverless containers with Dapr-style scaling. Topic: Compute — Container Apps.
These are a handful of the 2250 unique Databricks Data Engineer Associate questions across all 50 Wrexa Edge variants — start a free mock to attempt the full set with instant scoring.
Databricks Data Engineer Associate difficulty calibration
Intermediate tier. Intermediate-level: assumes a working command of the syllabus. Most candidates need 2-4 months of focused prep.
45 Q / 90 min. Delta Lake, Spark SQL, ELT pipelines. Pass at 70%. · Official language: English.
Verified content — Wrexa Edge's Databricks Data Engineer Associate bank has been deeply curated with real exam-aligned content (estimated 100% syllabus coverage).
How Wrexa Edge prepares you for Databricks Data Engineer Associate
Real test-day interface
Our cert skin mirrors the actual Databricks Data Engineer Associate testing software — same timer, palette, tools, and navigation.
50 distinct variants
2250 unique practice questions, each variant a fresh test — not just shuffled options.
Detailed analytics
Scaled score, section accuracy, topic-wise heatmap, time-per-question — see where to focus after every attempt.
Spaced repetition (Notebook)
Wrong answers and flagged questions flow into an SM-2 spaced-repetition deck so you actually retain what you learn.
Optional proctoring
Browser-based face-api detection (no install) — turn it on to simulate real Databricks Data Engineer Associate test-day conditions.
Free to start
No credit card. Sign up, pick a variant, and your first Databricks Data Engineer Associate mock starts in under a minute.
Databricks Data Engineer Associate study plan
A phase-by-phase roadmap from your first concept to test-ready. Stretch or compress each phase to fit the time you have before your attempt.
1
Phase 1 — Learn the syllabus
Weeks 1–4
- Work through every section — Databricks DEA — Full Exam (45 Q) — from your core study material
- Make short notes and a formula/fact sheet you can revise quickly
- Attempt topic questions right after finishing each area
2
Phase 2 — Practice & sectionals
Weeks 5–8
- Solve previous-year and practice questions section by section
- Time yourself on Databricks DEA — Full Exam (45 Q) and your weakest areas
- Keep an error log and revisit every mistake weekly
3
Phase 3 — Full-length mocks
Weeks 9–12
- Take full-length Databricks Data Engineer Associate mocks in the real test interface
- Analyse accuracy, time per question and silly mistakes after each mock
- Revise from notes and re-attempt only weak-topic questions
Where Databricks Data Engineer Associate can take you
A strong Databricks Data Engineer Associate result opens up these careers and higher-study paths:
Cloud, DevOps & security roles
A recognised certification unlocks engineer, administrator and architect roles at product and services firms.
Salary & promotion boost
Certified professionals command higher pay and are prioritised for internal promotions and project leads.
Remote & freelance work
In-demand skills open global remote roles and independent consulting opportunities.
Frequently asked questions
- What is the Databricks Data Engineer Associate exam pattern?
- Databricks Data Engineer Associate contains 45 questions across 1 section: Databricks DEA — Full Exam (45 Q). Total duration is 90 minutes (about 120 seconds per question).
- Does Databricks Data Engineer Associate have negative marking?
- No — Databricks Data Engineer Associate has no negative marking. Each correct answer is worth 1 mark, so attempt every question.
- How is Databricks Data Engineer Associate scored?
- Scaled score range: 100 to 1000. Databricks DEA (pass at 70%).
- How can I practise Databricks Data Engineer Associate online for free?
- Wrexa Edge gives you 10 free full-length Databricks Data Engineer Associate mock tests — with instant scoring, detailed explanations and analytics — plus 40 more with Pro. Start practising in under a minute, no card required.
- What is the difficulty level of Databricks Data Engineer Associate?
- Databricks Data Engineer Associate is rated Intermediate difficulty on Wrexa Edge. Intermediate-level: assumes a working command of the syllabus. Most candidates need 2-4 months of focused prep. 45 Q / 90 min. Delta Lake, Spark SQL, ELT pipelines. Pass at 70%. · Official language: English.
- How long is the Databricks Data Engineer Associate exam?
- Databricks Data Engineer Associate runs for 90 minutes total. On Wrexa Edge the timer is enforced exactly as on the real exam — including no inter-section breaks.
- What topics are covered in Databricks Data Engineer Associate?
- Databricks Data Engineer Associate is split into: Databricks DEA — Full Exam (45 Q). Each section is timed and weighted separately. 45 Q / 90 min. Delta Lake, Spark SQL, ELT pipelines. Pass at 70%. · Official language: English.
- What tools or aids are allowed during Databricks Data Engineer Associate?
- No special tools are required. Note: real exam is proctored — Wrexa Edge mirrors this with a webcam-based proctoring flow you can enable.
- Is the Databricks Data Engineer Associate test adaptive?
- No — Databricks Data Engineer Associate is a fixed-form (linear) test. Every candidate sees the same number of questions per section.
- How many Databricks Data Engineer Associate mock tests does Wrexa Edge offer?
- Wrexa Edge generates 50 distinct Databricks Data Engineer Associate variants — each with different question content, not just shuffled options — the first 10 free for everyone and 40 more with Pro. That's 2250 unique practice questions in the real test-day interface.
- Is there a free Databricks Data Engineer Associate test series 2026?
- Yes. The Wrexa Edge Databricks Data Engineer Associate test series for 2026 gives you 10 free full-length mock tests (50 in total) plus subject-wise and topic-wise tests — instant scoring and detailed analysis, no card required.
- Are Databricks Data Engineer Associate previous year question–style papers included?
- Every Databricks Data Engineer Associate mock is modelled on the official exam pattern and the style of previous years' papers — the same 45-question structure, sections and marking — so your practice mirrors the real paper you'll sit.
- Which is the best free Databricks Data Engineer Associate mock test online?
- Wrexa Edge's Databricks Data Engineer Associate mock test replicates the real exam interface, timing and marking scheme, with instant score, section-wise analysis and 50 fresh variants — a strong free choice for 2026 preparation.
- Can I take the Databricks Data Engineer Associate mock test on mobile?
- Yes. Databricks Data Engineer Associate mock tests run in any browser on mobile, tablet or desktop — no app or download needed. Start on your phone and your progress and analytics sync when you sign in.
- What is the Databricks Data Engineer Associate syllabus?
- The Databricks Data Engineer Associate syllabus maps to its 1 section: Databricks DEA — Full Exam (45 Q). Wrexa Edge's mock tests cover the complete syllabus topic by topic — see the topics-covered breakdown above — so you practise every area at real exam difficulty.
- What is the eligibility for Databricks Data Engineer Associate?
- Eligibility for Databricks Data Engineer Associate — age, qualification and number of attempts — is set by the official conducting body and can change each cycle, so always confirm the current official notification before applying. Wrexa Edge focuses on realistic Databricks Data Engineer Associate practice: 10 free full-length mocks in the exact exam pattern, ready whenever you are.
- When is the Databricks Data Engineer Associate exam and how should I prepare?
- Official Databricks Data Engineer Associate exam dates are announced by the conducting body for each cycle — check the latest notification for the current schedule. To be ready, follow a phased study plan and take full-length timed mocks; Wrexa Edge gives you 10 free Databricks Data Engineer Associate mocks with instant scoring so you can track your readiness week by week.
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