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Exam Code: Databricks-Certified-Data-Engineer-Associate Vendor: Databricks Name: Databricks Certified Data Engineer Associate Exam 230 Q&A with Explanation Last Update: Jul 14, 2026
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Databricks-Certified-Data-Engineer-Associate FAQs

In the Databricks-Certified-Data-Engineer-Associate Exam, cloud computing is central, focusing on how data engineers leverage cloud environments for scalable data processing, storage, and analytics, using Databricks’ cloud-based platform to execute big data tasks efficiently and effectively.

The Databricks certification assesses one's ability to collaborate in team settings, emphasizing skills in shared project management, effective communication in data-driven environments, and utilizing collaborative tools within the Databricks platform for joint data engineering tasks.

The Databricks Data Engineer exam evaluates proficiency in integrating artificial intelligence and machine learning algorithms within data workflows, focusing on implementing, optimizing, and interpreting AI models to enhance data analytics and insights on the Databricks platform.

The Databricks certification equips candidates with skills to tackle big data challenges in business, focusing on efficient data processing, analytics scalability, and real-time insight extraction using Databricks' unified analytics platform for robust, enterprise-level data solutions.

The Databricks Certified Data Engineer Associate exam is a certification test that validates a candidate's ability to perform data engineering tasks using the Databricks platform.

The exam is 90 minutes long and consists of multiple-choice and multiple-response questions.

With this certification, you can pursue roles such as Data Engineer, ETL Developer, Data Analyst, and Big Data Engineer.

Professionals with a Databricks certification typically see a salary increase, with average salaries ranging from $90,000 to $120,000 annually, depending on experience and location.

Benefits include validation of your data engineering skills, improved job opportunities, higher earning potential, and recognition in the field of data engineering.

The certification demonstrates your expertise in data engineering on the Databricks platform, which can lead to career growth opportunities, such as promotions, more advanced roles, and specialized positions in data engineering.

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Databricks Certified Data Engineer Associate Exam Questions and Answers

Questions 1

A Databricks workflow fails at the last stage due to an error in a notebook. This workflow runs daily. The data engineer fixes the mistake and wants to rerun the pipeline. This workflow is very costly and time-intensive to run.

Which action should the data engineer do in order to minimise downtime and cost?

Options:

A.

Switch to another cluster

B.

Repair run

C.

Re-run the entire workflow

D.

Restart the cluster

Questions 2

A data engineer is developing a small proof of concept in a notebook. When running the entire notebook, cluster usage spikes. The data engineer wants to keep the development experience and get real-time results.

Which cluster meets these requirements?

Options:

A.

All-Purpose Cluster with a large fixed memory size

B.

All-Purpose Cluster with autoscaling

C.

Job Cluster with autoscaling enabled

D.

Job Cluster with Photon enabled and autoscaling

Questions 3

A data engineer at a company that uses Databricks with Unity Catalog needs to share a collection of tables with an external partner who also uses a Databricks workspace enabled for Unity Catalog. The data engineer decides to use Delta Sharing to accomplish this.

What is the first piece of information the data engineer should request from the external partner to set up Delta Sharing?

Options:

A.

Their Databricks account password

B.

The name of their Databricks cluster

C.

The IP address of their Databricks workspace

D.

The sharing identifier of their Unity Catalog metastore