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"Databricks Certified Data Engineer Professional", also known as Certified-Data-Engineer-Professional exam, is a Databricks Certification. With the complete collection of questions and answers, PrepAwayTest has assembled to take you through 250 Q&As to your Certified-Data-Engineer-Professional Exam preparation. In the Certified-Data-Engineer-Professional exam resources, you will cover every field and category in Databricks Certification Certification helping to ready you for your successful Databricks Certification.
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| Certification Vendor: | Databricks |
|---|---|
| Exam Name: | Databricks Certified Data Engineer Professional |
| Exam Number: | Certified-Data-Engineer-Professional |
| Available Languages: | English |
| Exam Duration: | 120 minutes |
| Real Exam Qty: | 59 scored multiple-choice questions |
| Related Certifications: | Databricks Certified Data Engineer Associate |
| Exam Format: | Test center proctored, Online proctored, Multiple-choice questions |
| Exam Price: | USD 200 plus applicable taxes |
| Certificate Validity Period: | 2 years |
| Recommended Training: | Databricks Academy Advanced Data Engineering with Databricks |
| Exam Registration: | Databricks Certified Data Engineer Professional Certification |
| Sample Questions: | DOWNLOAD DEMO |
| Exam Way: | Online proctored or test center proctored |
| Pre Condition: | No prerequisite is required. Related course attendance and one year of hands-on experience in data engineering tasks covered by the exam are highly recommended. |
| Official Syllabus URL: | https://www.databricks.com/sites/default/files/2025-11/databricks-certified-data-engineer-professional-exam-guide-november-30-2025.pdf |
| Section | Objectives |
|---|---|
| Developing Code for Data Processing using Python and SQL | - Building and Testing an ETL Pipeline with Lakeflow Declarative Pipelines, SQL, and Apache Spark
|
| Data Modeling | - Design and optimize data models
|
| Data Ingestion & Acquisition | - Design and implement data ingestion pipelines
|
| Data Transformation, Cleansing, and Quality | - Transform and validate data
|
| Monitoring and Alerting | - Monitoring
|
| Debugging and Deploying | - Deploying CI/CD
|
| Data Sharing and Federation | - Share and federate data
|
| Cost & Performance Optimization | - Optimize cost and performance
|
| Ensuring Data Security and Compliance | - Ensuring Compliance
|
| Data Governance | - Govern enterprise data
|
At its core, the Certified-Data-Engineer-Professional exam is Databricks's gatekeeper for the Databricks Certified Data Engineer Professional certification — a Professional-level credential. It examines how well you apply the Databricks Certified Data Engineer Professional objectives to realistic scenarios, which is why hands-on candidates tend to outperform pure memorizers. The credential also links into a wider path covering Databricks Certified Data Engineer Associate, so it works as both a standalone achievement and a stepping stone. In a market where certificates increasingly signal ability, passing Certified-Data-Engineer-Professional is a concrete, verifiable upgrade to your professional profile.
The Databricks Certified Data Engineer Professional exam draws its questions from 10 domains, starting with Data Transformation, Cleansing, and Quality, Data Modeling, and Debugging and Deploying. Smart candidates read weightings as a resource map: heavy domains get the deepest practice, light domains get efficient review. You'll find the complete domain list in the exam topics section above — let it drive your schedule.
The Databricks Certified Data Engineer Professional exam fits 59 scored multiple-choice questions questions into 120 minutes. Convert that into a pace before exam day: total minutes divided by question count gives you a per-item budget, and the discipline to flag-and-return when something overruns it. Practicing under a live timer — the PrepAwayTest test engines run one on every session — turns that discipline into reflex, so the clock works for you instead of against you.
Officially, the Databricks Certified Data Engineer Professional exam uses these formats: Multiple-choice questions, Online proctored, Test center proctored. Formats shape strategy — long scenario stems reward reading the final question sentence first, while multi-select items punish partial knowledge. The fix is exposure: PrepAwayTest's 250 practice questions rehearse you in every listed format until the mechanics are second nature and only the content demands your attention.
The credential earned through the Databricks Certified Data Engineer Professional exam remains valid for 2 years. Note the expiry date the day you pass and start researching recertification options well in advance — planned renewals are routine, last-minute ones are stressful. Because recertification rules belong to Databricks and change over time, verify the current policy on the official certification page as your renewal window approaches.
The content is identical — 250 expert-verified questions — so choose by lifestyle:
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There is. Many Databricks Certified Data Engineer Professional candidates are first-time test-takers, so PrepAwayTest provides a free PDF demo containing real sample questions and answers — enough to judge the style, depth, and fit for your study habits. There's no single "perfect" study tool for everyone, only the one that suits you; download the demo and decide with evidence. Purchases then include 365 days of free updates, with renewal at 50% off afterward.
Our staff checks for Databricks Certified Data Engineer Professional changes every day. When the exam evolves, the question bank is updated and the latest version reaches you through your member zone — free for 365 days after payment. We also welcome rational customer suggestions and fold them into revisions. Watch the New Releases section or the PrepAwayTest newsletter, re-check 3-4 days before your exam, and if a product ever expires, repurchase it at 50% off to restart the service.
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Delivery: your Databricks Certified Data Engineer Professional practice questions are downloadable instantly and emailed within one minute of payment — if 2 hours pass, check spam and contact support. Installs are unlimited. Refund: the 100% Money Back Guarantee applies if you take the corresponding exam within 60 days of purchase and don't pass — submit a scanned enrollment slip and your official Score Report PDF within 2 days after the exam, and the full refund is processed within 7 days. Not eligible: attempts made within 3 days of purchase, exams never actually taken, free items, and expired orders; candidate and payer names must match. Alternative: exchange for two free exam products of equal value and keep your update service.
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Join the growing number of candidates preparing smarter: download the free Certified-Data-Engineer-Professional demo, and let PrepAwayTest's 250 practice questions carry your Databricks Certified Data Engineer Professional preparation from first look to passing score.
Which statement describes integration testing?
Correct Answer: B 🗳️
Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).
The data governance team is reviewing code used for deleting records for compliance with GDPR. They note the following logic is used to delete records from the Delta Lake table named users.
Assuming that user_id is a unique identifying key and that delete_requests contains all users that have requested deletion, which statement describes whether successfully executing the above logic guarantees that the records to be deleted are no longer accessible and why?
Correct Answer: A 🗳️
Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).
Which statement describes the default execution mode for Databricks Auto Loader?
Correct Answer: E 🗳️
Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).
A data architect has designed a system in which two Structured Streaming jobs will concurrently write to a single bronze Delta table. Each job is subscribing to a different topic from an Apache Kafka source, but they will write data with the same schema. To keep the directory structure simple, a data engineer has decided to nest a checkpoint directory to be shared by both streams.
The proposed directory structure is displayed below:
Which statement describes whether this checkpoint directory structure is valid for the given scenario and why?
Correct Answer: B 🗳️
Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).
A Delta Lake table representing metadata about content from user has the following schema:
user_id LONG, post_text STRING, post_id STRING, longitude FLOAT, latitude FLOAT, post_time TIMESTAMP, date DATE Based on the above schema, which column is a good candidate for partitioning the Delta Table?
Correct Answer: A 🗳️
Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).
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