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PROFESSIONAL-DATA-ENGINEER · Question #383

PROFESSIONAL-DATA-ENGINEER Question #383: Real Exam Question with Answer & Explanation

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Submitted by ngozi_ng· Mar 30, 2026Designing data processing systems

Question

You are architecting a data transformation solution for BigQuery. Your developers are proficient with SQL and want to use the ELT development technique. In addition, your developers need an intuitive coding environment and the ability to manage SQL as code. You need to identify a solution for your developers to build these pipelines. What should you do?

Options

  • AUse Dataform to build, manage, and schedule SQL pipelines.
  • BUse Dataflow jobs to read data from Pub/Sub, transform the data, and load the data to BigQuery.
  • CUse Data Fusion to build and execute ETL pipelines.
  • DUse Cloud Composer to load data and run SQL pipelines by using the BigQuery job operators.

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Topics

#Dataform#ELT#BigQuery#Data Transformation
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