Snowflake ARA-C01 Exam Questions : SnowPro Advanced Architect Certification

  • Exam Code: ARA-C01
  • Exam Name: SnowPro Advanced Architect Certification
  • Updated: Oct 12, 2026
  • Q&As: 228 Questions and Answers

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Snowflake ARA-C01 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Determine the appropriate data loading or data unloading solution to meet business needs
  • Design an architecture that meets data security, privacy, compliance, and governance requirements
Topic 2
  • Outline performance tools, best practices, and appropriate scenarios where they should be applied
  • Determine the appropriate data recovery solution in Snowflake and how data can be restored
Topic 3
  • Outline the benefits and limitations of various data models in a Snowflake environment
  • Outline key tools in Snowflake’s ecosystem and how they interact with Snowflake
Topic 4
  • Design a Snowflake account and database strategy, based on business requirements
  • Troubleshoot performance issues with existing architectures

Reference: https://learn.snowflake.com/en/certifications/snowpro-advanced-architect/

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Snowflake SnowPro Advanced Architect Certification Sample Questions:

Question #1

An Architect has configured the search optimization service on a table, but metrics show that performance of a number of regularly executed queries is not improving. What could be causing this? (Select TWO).

  • A. The queries are running against tables that contain semi-structured data.
  • B. The queries contain a predicate mismatch.
  • C. The queries have a scalar subquery that queries the same table as the table in an outer query.
  • D. The queries exceed the predicate limit.
  • E. The queries contain SEARCH functions.
Reveal Solution  Discussion  0

Correct Answer: B,D  🗳️

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Question #2

An Architect plans to stream data using the Snowflake Connector for Kafka in Snowpipe.
What setting will optimize costs?

  • A. Set buffer.count.records = 1.
  • B. Maximize the number of micro-partitions.
  • C. Set buffer.flush.time = 1.
  • D. Set buffer.size.bytes = 10 MB.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #3

What is the MOST efficient way to design an environment where data retention is not considered critical, and customization needs are to be kept to a minimum?

  • A. Use a transient table.
  • B. Use a transient schema.
  • C. Use a transient database.
  • D. Use a temporary table.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #4

A global company with operations in North America, Europe, and Asia needs to secure its Snowflake environment with a focus on data privacy, secure connectivity, and access control. The company uses AWS and must ensure secure data transfers that comply with regional regulations.
How can these requirements be met? (Select TWO).

  • A. Configure network policies to restrict access based on corporate IP ranges.
  • B. Configure detailed logging and monitoring of all network traffic using Snowflake native capabilities.
  • C. Use public endpoints with SSL encryption to secure data transfers.
  • D. Configure SAML 2.0 to authenticate users in the Snowflake environment.
  • E. Use AWS PrivateLink for private connectivity between Snowflake and AWS VPCs.
Reveal Solution  Discussion  0

Correct Answer: A,E  🗳️

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Question #5

A company has built a data pipeline using Snowpipe to ingest files from an Amazon S3 bucket. Snowpipe is configured to load data into staging database tables. Then a task runs to load the data from the staging database tables into the reporting database tables.
The company is satisfied with the availability of the data in the reporting database tables, but the reporting tables are not pruning effectively. Currently, a size 4X-Large virtual warehouse is being used to query all of the tables in the reporting database.
What step can be taken to improve the pruning of the reporting tables?

  • A. Eliminate the use of Snowpipe and load the files into internal stages using PUT commands.
  • B. Use an ORDER BY <cluster_key (s) > command to load the reporting tables.
  • C. Increase the size of the virtual warehouse to a size 5X-Large.
  • D. Create larger files for Snowpipe to ingest and ensure the staging frequency does not exceed 1 minute.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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