Pass the Databricks Certified Data Engineer Associate exam on your first attempt with TroyTec's verified practice questions — available in PDF, Online Test Engine, and AI-Assisted formats. Updated for the current exam version , covering all 5 official exam domains.
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Certification: Databricks Certified Data Engineer Associate
Format: 45 multiple-choice questions
Duration: 90 minutes
Passing score: 70%
Exam cost: $200 USD
Delivery: Online, proctored
Validity: 2 years
Prerequisites: None required; 6+ months hands-on experience recommended
Our Databricks Certified Data Engineer Associate practice questions are organized around the 5 official exam domains, weighted to match the real exam:
Development and Ingestion (30%) — Spark SQL and PySpark ingestion, Delta Lake tables
Data Processing and Transformations (31%) — the largest domain; complex transformations, UDFs
Productionizing Data Pipelines (18%) — Databricks Workflows, job scheduling and orchestration
Data Governance and Quality (11%) — access management, data quality checks
Databricks Intelligence Platform (10%) — platform architecture and workspace fundamentals
Data analysts and BI professionals moving into data engineering roles
Developers working with Spark/PySpark who want a recognized credential
Anyone using this as the first step toward the Databricks Certified Data Engineer Professional exam
Candidates who want realistic, exam-format practice
Download or launch instantly after purchase — PDF for offline study, Online Test Engine for realistic exam simulation
Practice under real exam conditions — 45 questions, 90-minute timer, same format as the actual proctored exam
Use AI-Assisted mode to get instant, plain-language explanations on any PySpark/Spark SQL concept you get wrong
Track your readiness with scored practice attempts before booking your real exam
Download or launch instantly after purchase — PDF for offline study, Online Test Engine for realistic exam simulation
Practice under real exam conditions — 45 questions, 90-minute timer, same format as the actual proctored exam
Use AI-Assisted mode to get instant, plain-language explanations on any PySpark/Spark SQL concept you get wrong
Track your readiness with scored practice attempts before booking your real exam
Up-to-date questions mapped to the current exam guide — no outdated or retired content
3 formats included: downloadable PDF, browser-based Online Test Engine (real exam simulation), and AI-Assisted mode for instant explanations
Verified by data engineering professionals — every question checked for accuracy against official Databricks documentation
Free updates for 90 days if the exam changes
Pass or get a 2nd exam free — our guarantee
Instant download, available 24/7
Is there an exam code for Databricks Certified Data Engineer Associate?
No — Databricks certifications don't use exam codes like CompTIA or Red Hat; the certification is referenced by its full name only.
How many questions are on the real exam?
45 multiple-choice questions in 90 minutes, with a 70% passing score required.
How hard is the Databricks Data Engineer Associate exam?
It's entry-level but not trivial — most candidates find the PySpark/Spark SQL code-reading questions the toughest part, not the time limit.
Are TroyTec's questions the same as real exam dumps?
No — TroyTec provides practice questions built to mirror the real exam's style, format, and domain weighting; we don't distribute leaked or copyrighted exam content, which protects your certification standing.
What formats do I get with my purchase?
PDF, Online Test Engine, and AI-Assisted practice — all three included.
How long is the certification valid once I pass?
2 years, with recertification requiring the then-current exam version.
Study anywhere with our portable PDF question bank
Simulate real exam conditions with our online engine
Everything you need to know about the Databricks Certified Data Engineer Associate certification
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Updated July 14, 2026
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