Learn as you go
Choose an answer, reveal the key, and review available explanations, citations and candidate context.
25 questions free
Start guided practiceApache Spark development fundamentals: the DataFrame API, transformations and actions, Spark architecture and execution, and troubleshooting performance in distributed jobs.
Databricks does not publish numeric exam codes — SPARK-DEV is the common abbreviation.
Databricks Certified Associate Developer for Apache Spark is Databricks's associate-level software development certification, referred to across the industry by the shorthand SPARK-DEV. The exam runs for 1 hour 30 minutes and presents up to 45 questions, with a pass mark of 70%. It costs US$200 at the standard rate.
Databricks publishes the syllabus as 3 weighted domains. Apache Spark DataFrame API Applications carries the most weight at 72%, and the three largest domains together account for roughly 100% of the scored content — worth knowing before you decide where study time goes.
Confirm these details on the official Databricks page before booking — vendors adjust format and pricing without notice.
Some forms include unscored trial questions
Standard rate, before local taxes
The published exam guide for SPARK-DEV, in the vendor's own order.
01Apache Spark Architecture Concepts
17%02Apache Spark Architecture Applications
11%03Apache Spark DataFrame API Applications
72%Working knowledge of Python or Scala and hands-on Spark experience.
Associate level — Role-based credentials for practitioners with hands-on experience.
Preview 25 supported questions before unlocking the 219-question SPARK-DEV bank.
Community-contributedCompiled from publicly posted community exam discussions. Contributed by third parties rather than written here, so accuracy varies and most items carry no explanation. Progress and bookmarks stay in this browser.
Answer support: 73 explanations, 196 questions with candidate context and 0 questions with direct citations. Bank updated .
Choose an answer, reveal the key, and review available explanations, citations and candidate context.
25 questions free
Start guided practiceKeep answers hidden on the clock and review every miss only after you finish the public sample.
Free sample mock
Open timed mockWant the complete 219-question bank?
One Exam Pass unlocks this selected bank for 12 months with no renewal.
Compiled from exam discussions posted publicly by other people on ExamTopics. Copyright in each contribution rests with its original author; it is reproduced here for study. Not verified by us — most items carry no explanation. To request removal, see our content policy.
Databricks lists up to 45 questions, to be completed in 1 hour 30 minutes. Question counts can vary slightly between exam forms, and unscored trial questions are sometimes included.
70%. Confirm the current figure on the official exam page before booking, as vendors adjust cut scores when an exam form is refreshed.
The standard price is US$200. Local pricing, taxes and any retake policy vary by region, so check the official page for the figure that applies to you.
Working knowledge of Python or Scala and hands-on Spark experience.
The exam guide covers Apache Spark Architecture Concepts, Apache Spark Architecture Applications and Apache Spark DataFrame API Applications. The full weighted breakdown is listed above.
Yes — this exam has 219 practice questions available here, each with the correct answer marked. They are community-contributed, compiled from exam discussions posted publicly by other people rather than written here, and most do not carry an explanation.