Databricks · 2026 Edition
A complete preparation guide, edited by Johnson Ajibi, a network and security engineer with 12+ years' experience. Covers the exam format,all 7 blueprint domains, a week-by-week study plan, and proven tips for passing first time.
2–4 months
Prep time
Intermediate
Difficulty
60–90
Exam questions
700/1000
Pass mark
Exam code
Databricks-DE-Assoc
Full name
Databricks Certified Data Engineer Associate
Vendor
Databricks
Duration
90 minutes
Questions
~167 items
Passing score
700/1000 (scaled)
Domains covered
7 blueprint domains
Recommended experience
Foundational IT knowledge recommended
Typical prep time
2–4 months
Domain percentage weights are not currently available for this exam. The checklist below is still useful for planning your study.
Phase 1
Data Transformation and Modeling
Tip: Start with the official Data Transformation and Modeling objectives, then practise questions on it.
Phase 2
Databricks Intelligence Platform
Tip: Cover the Databricks Intelligence Platform objectives, then answer practice questions to confirm you can apply them.
Phase 3
Implementing CI/CD
Tip: Cover the Implementing CI/CD objectives, then answer practice questions to confirm you can apply them.
Phase 4
Data Ingestion and Loading
Tip: Cover the Data Ingestion and Loading objectives, then answer practice questions to confirm you can apply them.
Phase 5
Troubleshooting, Monitoring, and Optimization
Tip: Cover the Troubleshooting, Monitoring, and Optimization objectives, then answer practice questions to confirm you can apply them.
Phase 6
Working with Lakeflow Jobs
Tip: Cover the Working with Lakeflow Jobs objectives, then answer practice questions to confirm you can apply them.
Phase 7
Governance and Security
Tip: Finish with Governance and Security, then re-test your weakest earlier domain before a mock exam.
Study the official exam blueprint — weight percentages tell you exactly where to invest prep time.
Practise scenario-based questions regularly — every modern cert exam is scenario-heavy.
Use spaced repetition to retain what you've learned (Courseiva does this automatically).
Book your exam date once you're scoring 80%+ consistently on practice tests.
Review explanations for every wrong answer, not just the question — the 'why' is what makes it stick.
Apply everything in this guide with adaptive practice questions, detailed answer explanations, and domain analytics.