Databricks

Certified Associate Developer for Apache Spark

Certified Associate Developer for Apache Spark

An Associate-level exam on the Databricks Spark Development track, covering Spark Architecture, DataFrames and SparkSQL, Data Transformation, and more, rated Medium in difficulty, recommended for candidates with at least 6 months of hands-on experience, consisting of 45 questions in 90 minutes. Prepare with professionally curated practice questions and walk into exam day with confidence.

Exam Details

Time Limit
90 min
Passing Score
70%
Exam Questions
45
Exam Fee
$200
Format
multiple-choice
Difficulty
Medium
Exp. Needed
6 months
Cert Valid
2 yr
Free Questions
20
Languages
English

What the Certified Associate Developer for Apache Spark Exam Covers

6 official domains

1

Spark Architecture 15%

2

DataFrames and SparkSQL 25%

3

Data Transformation 20%

4

Optimization Techniques 15%

5

Structured Streaming 15%

6

MLlib Basics 10%

Who Should Take This

Certified Associate Developer for Apache Spark target roles

Data Engineer
Spark Developer
Data Scientist

Certification Path

Associate · Databricks Spark Development

PrerequisitesNone
Current ExamCertified Associate Developer for Apache Spark
Next Step
Certified Data Engineer Professional

Certified Associate Developer for Apache Spark exam guide

How hard is the Certified Associate Developer for Apache Spark exam?

The Certified Associate Developer for Apache Spark is rated medium in difficulty, most candidates prepare with at least 6 months of hands-on experience. Difficulty varies with your existing hands-on practice, so use the sample questions on this page to gauge where you stand before booking the real test.

How long should you study for the Certified Associate Developer for Apache Spark?

A practical plan for this difficulty level is 8–12 weeks of focused study at one to two hours a day. Split the time across the official domains below, finish each domain with practice questions, and reserve the final two weeks for full-length timed practice and review of missed questions.

What is the Certified Associate Developer for Apache Spark exam format?

Expect around 45 questions, 90 minutes to complete, formats include multiple-choice, the official exam fee is $200 USD. It is offered in English. Check your local testing provider for delivery options and any regional pricing differences.

Who should take the Certified Associate Developer for Apache Spark exam?

This is a associate-level certification, typical target roles include data engineer, spark developer, data scientist. If the role you are aiming for appears on that list, the credential is a direct investment in your next job move rather than a general-purpose certificate.

What comes after the Certified Associate Developer for Apache Spark?

Candidates who pass usually continue with Certified Data Engineer Professional, this exam sits on the Databricks Spark Development track. Map the whole path before you start studying so each certificate builds on the previous one instead of repeating the same ground.

How do you renew the Certified Associate Developer for Apache Spark certification?

The certification remains valid for 2 years, renewal is possible via pass current exam version. Plan the renewal before the expiry date so the credential never lapses on your CV or job application.


Certification FAQ

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