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Databricks : CERTIFIED-DATA-ENGINEER-ASSOCIATE Exam Questions

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Apr 9,2026
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Databricks Certified Data Engineer Associate Exam Questions & Answers - Regular Updated | Pass with confidence

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About CERTIFIED-DATA-ENGINEER-ASSOCIATE Exam


Prepare for the Databricks Certified Data Engineer Associate Exam and validate your skills in building, managing, and optimizing data pipelines using Databricks Lakehouse and Apache Spark. This certification is ideal for data engineers, analytics engineers, and technical professionals responsible for ETL/ELT workflows, data modeling, and performance-optimized solutions on Databricks.
Recommend you to use our Databricks Certified Data Engineer Associate actual test practice material latest version to ensure best practices and first-attempt pass guaranteed!
— Exam Topics
Databricks Lakehouse Architecture & Platform Concepts (15%)
Data Ingestion & ETL/ELT Pipelines (25%)
Data Transformation, Cleansing & Modeling (25%)
Data Storage & Delta Lake Management (15%)
Performance Optimization & Job Monitoring (10%)
Security, Access Control & Governance (10%)
Databricks Certified Data Engineer Associate Exam Format
— Exam Format:
Exam code- DCEA
Exam type- Proctored (Online)
Exam duration- 120 minutes
Exam length- 60 multiple-choice/multiple-select questions
Question types- Multiple choice & multiple select
Passing score- 70%
Delivery languages- English
Additional study materials – Free learning path (Post Premium Access, you can ask Clearcatnet for the free learning path link)
Exam Level- Associate / Data Engineer-level
Role- Data Engineer / ETL Developer / Analytics Engineer / Databricks Developer
Renewal Frequency- Every 3 years (recommended to stay updated with Databricks platform updates)
CERTIFIED-DATA-ENGINEER-ASSOCIATE Certification – FAQ

Q1: What is Salesforce Certified Associate exam questions, duration and passing score?

Level: Foundational | Duration: 70 minutes | Questions: 40 | Passing : 62%
Role: CRM Beginner / Salesforce Newcomer
Key Topics: CRM and Salesforce fundamentals, navigation, platform basics, AppExchange, data model, user setup

Q2: What is the format of the Salesforce Certified Associate certification exam?

The Salesforce Certified Associate exam is 70 minutes long with 40 multiple-choice questions and a passing score of 62 percent. It covers CRM concepts, Salesforce platform navigation, the core data model, AppExchange basics, user setup, and how Salesforce delivers customer success. This foundational-level proctored exam requires no prior Salesforce experience and is designed for complete beginners to the platform.

Q3: Is the Salesforce Certified Associate exam right for someone new to Salesforce?

Yes, the Salesforce Certified Associate is specifically designed as the entry-level gateway credential for professionals new to CRM and the Salesforce platform. No technical background or prior Salesforce experience is required. Two to four weeks of exam preparation using free Salesforce Trailhead learning modules and foundational practice questions is sufficient for most candidates approaching this certification exam for the first time.

Q4: What is the best Salesforce Certified Associate exam preparation strategy?

Salesforce Certified Associate exam preparation should begin with the free Salesforce Trailhead Associate learning path covering CRM fundamentals, Salesforce navigation, and platform capabilities. Focus on understanding the Salesforce data model, AppExchange purpose, and customer success methodology. Practice questions reinforcing CRM concept distinctions and Salesforce service model knowledge are valuable study resources for this foundational certification exam.

Q5: Why are practice questions useful for the Salesforce Certified Associate exam?

Salesforce Certified Associate practice questions reinforce foundational CRM and Salesforce platform concepts including object relationships, user setup principles, and AppExchange use cases that this certification exam evaluates. They help candidates build familiarity with the scenario-based question style and Salesforce-specific terminology used in the proctored exam. Regular practice from ClearCatNet builds knowledge retention and exam confidence.

Q6: What study resources are recommended for Salesforce Certified Associate exam preparation?

The best Salesforce Certified Associate study resources include the free Salesforce Trailhead Associate Certification Prep trail, the Salesforce fundamentals documentation, and introductory Salesforce product overview videos. Supplement with updated practice questions from ClearCatNet. The Certified Associate credential is the recommended starting point before pursuing the Salesforce Administrator ADM-201 or Salesforce AI Associate certification exams.

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