Data Engineer Associate
6
270
45 questions
90 minutes
Not published by Databricks (pass/fail result)
Multiple choice
Databricks Intelligence Platform | Platform architecture, Delta Lake, Unity Catalog and choosing the right compute (6%) Data Ingestion and Loading | Batch, streaming and incremental loading with Auto Loader, COPY INTO and Lakeflow Connect (21%) Data Transformation and Modeling | PySpark and SQL cleaning, joins, aggregations, tuning, Gold-layer objects and data quality (22%) Working with Lakeflow Jobs | Task graphs, retries, branching and looping, schedules and file arrival or table update triggers (16%) Implementing CI/CD | Git folders, Declarative Automation Bundles, targets and variables, and the Databricks CLI (10%) Troubleshooting, Monitoring, and Optimization | Job run history, Spark UI skew and spill, Liquid Clustering and predictive optimization (10%) Governance and Security | Managed and external tables, GRANT and REVOKE, row filters, column masks and ABAC policies (15%)
Data engineers preparing for the Databricks Certified Data Engineer Associate exam ETL developers moving pipelines onto Databricks and Lakeflow Data analysts and BI developers growing into data engineering Cloud and platform engineers validating their Databricks skills
Data Ingestion and Loading
A data engineer must load CSV files from an S3 path into an existing Unity Catalog table with a single SQL statement that runs on a schedule. Each run must load only files that have not been loaded before. Which command should be used?
INSERT INTO main.raw.orders SELECT * FROM the CSV path
COPY INTO main.raw.orders FROM the S3 path with FILEFORMAT = CSV
CREATE OR REPLACE TABLE main.raw.orders AS SELECT * FROM the CSV path
MERGE INTO main.raw.orders USING the CSV path ON false
B
COPY INTO loads files from cloud storage into a Delta table and is idempotent: it tracks which files it has already loaded and skips them on later runs. INSERT INTO and MERGE INTO over the path reload every file on each run, and CREATE OR REPLACE TABLE reloads everything and replaces the table.
Updated 2026Instant accessLifetime access

Databricks Data Engineer Associate Practice Tests: 6 Practice Tests and 270 Questions

4.52,074 reviews5,272students enrolled
Buy nowAdd to cart

30-day money-back guarantee. Instant access after payment.

Practice Exam 3Question 24Timed · Pause anytime
A
B
C
D
← PreviousFlag for review · Next →
TimedReal exam conditions
EveryAnswer explained
UnlimitedRetakes
LifetimeAccess
InstantAccess after payment

About this course

These practice tests are for data engineers, ETL developers, analysts moving into engineering and cloud engineers preparing for the Databricks Certified Data Engineer Associate exam. They are a quick way to check your readiness before you book the exam.

You get 6 full-length practice tests with 45 questions each, 270 questions in total, sized like the real exam. Every question explains why the right answer is right and why the others are wrong, and each one is mapped to a section of the official exam guide. The series was rebuilt for 2026 against the May 2026 exam guide. Every answer key was re-checked, retired terms such as Delta Live Tables, Repos and DBFS mounts were updated, and new questions cover Lakeflow Jobs control flow and triggers, Declarative Automation Bundles, COPY INTO, Lakeflow Connect, row filters, column masks and ABAC policies.

What's included

practice exams

Exam-style questions that match the format, wording and difficulty of the real exam.

Practice and exam modes

Learn with instant feedback, or sit a timed exam under real conditions.

Explained answers

Every answer comes with the reasoning, so you learn from each miss.

Score reports

See your results by domain and find weak areas before exam day.

Unlimited retakes

Retake any exam as often as you like until your scores are consistent.

Works on any device

Study on your phone, tablet or laptop. No app to install.

Single test or All-Access Pass

This practice test

  • Every practice exam for this certification
  • Explanations and score reports
  • Lifetime access
Add to cart
Best value

All-Access Pass

250+ practice tests
  • Every certification on Exametics
  • New tests added at no extra cost
  • One payment, lifetime access
View the All-Access Pass

What learners say

4.5

2,074 reviews · 5,272 students

“Saved me hundreds”

$69 for all exams is a steal. I prepared for Scrum + ITIL® without buying separate courses.
Sarah M.Agile Coach

“Felt like the real PMP exam”

I cleared PMP® in the first attempt. The timed simulator and analytics made my weak areas obvious and fixable.
James K.Project Lead

“Score up 30% in 3 weeks”

Best part is the sheer volume of questions which can practice and improve your score every day and week.
Priya T.QA Lead

Questions before you buy

What do I get with a single practice test?
You get the practice test in practice and exam modes for the certification you choose: timed, exam-style questions with explanations. It's a good fit if you're preparing for one exam.
What are the next steps after payment?
Upon successful payment, our system immediately creates your account, adds the course to your account in our LMS and sends you a walk-through video guide. You will receive emails from [email protected].
Can I access the materials on mobile devices?
Absolutely. Our platform is fully responsive and works on all devices, including smartphones and tablets.
What if I'm not satisfied with the product?
We offer a 30-day money-back guarantee if you're not satisfied with our practice tests.
What is the 30-day money-back guarantee?
The refund request must be submitted within 30 days of purchase. If a user has requested multiple refunds for the same course or has a history of excessive refund requests, Gururo reserves the right to limit or deny future refund requests. Full conditions are in our refund policy.
Does the All-Access Pass cover all practice tests on Exametics?
Yes. The All-Access Certification Practice Tests pass includes lifetime access to 250+ exams, including Project Management, Cloud, DevOps, Cybersecurity, DB, AI, Linux, Development & Testing, Data Analytics and more. New practice tests are added regularly at no extra cost.
How is the practice test delivered?
Once you complete checkout, you get immediate access in our Learning Management System (LMS). You can monitor your progress, get scores automatically when you finish each quiz, take timed quizzes that simulate real test conditions, and review your results to find areas to improve.
What payment methods do you accept?
We accept major credit cards, including Visa, Mastercard, American Express and Discover, as well as PayPal. For payments in your local currency, please contact support at [email protected].
Are these real exam questions?
No. The questions are written to match the style, format and difficulty of the real exam. We don't use leaked or copied exam content.
Can I retake a single practice test?
Yes. You get unlimited attempts, so you can retake the test until your scores are consistent.
Are single practice tests updated when the exam changes?
We update tests when exam objectives change. How often varies by exam. The All-Access Pass includes updates for every exam.
How long do I have access?
Lifetime access on all the practice tests and packs.
Which should I choose, a single test or the All-Access Pass?
Buy a single test if you're preparing for one exam. Choose the All-Access Pass if you're studying for more than one exam, or if the exam you need costs close to the pass price. It also gives you every exam we add later.

Walk into exam day ready

Exam-style questions · explanations · 30-day money-back guarantee

Buy now
Databricks Data Engineer Associate Mock Tests

Original price was: $30.Current price is: $10.

One-time payment. Lifetime access.

Buy now
  • Full-length, timed practice exams
  • Explanation for every answer
  • Score report by domain
  • Unlimited retakes, lifetime access
30-day money-back guarantee.
Try it for a month. If it isn't right for you, get a refund.

Secure checkout · Instant access

Buy now
Shopping Cart
Scroll to Top