Free Snowflake SnowPro-Advanced-Data-Engineer Exam Questions

Become Snowflake Certified with updated SnowPro-Advanced-Data-Engineer exam questions and correct answers

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Total 240 Questions | Updated On: Apr 01, 2026

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Question 1

Streams record the differences between two offsets. If a row is added and then updated in the cur-rent offset, what will be the value of METADATA$ISUPDATE Columns in this scenario?

A : TRUE

B : FALSE

C : UPDATE

D : INSERT

Answer: B

Question 2

David, a Lead Data engineer with XYZ company looking out to improve query performance & oth-er benefits

while working with Tables, Regular Views, MVs and Cached Results.

Which one of the following does not shows key similarities and differences between tables, regular views,

cached query results, and materialized views while choosing any of them by David?

A : Regular views do not cache data, and therefore cannot improve performance by cach-ing.

B : As with non-materialized views, a materialized view automatically inherits the privileges of its base table.

C : Cached Query Results: Used only if data has not changed and if query only uses de-terministic functions (e.g. not CURRENT_DATE).

D : Materialized views are faster than tables because of their “cache” (i.e. the query results for the view); in addition, if data has changed, they can use their “cache” for data that hasn’t changed and use the base table for any data that has changed.

E : Both materialized views and regular views enhance data security by allowing data to be exposed or hidden at the row level or column level.

Answer: B

Question 3

The smaller the average depth, the better clustered the table is with regards to the specified column?

A : TRUE

B : FALSE

Answer: A

Question 4

For a particular business group, number of concurrent users are large but do not fluctuate. These users run queries on snowflake and expects extremely low latency response. The queries are all standard and same and need to be served from the result cache to meet the low latency requirement. Which of the below option will you choose?

A : Provision a multi-cluster warehouse and run it in maximized mode

B : Provision a multi-cluster warehouse and run it in economy mode

C : Provision a small warehouse and monitor the query overload metrics

Answer: A

Question 5

If a user is granted ROLE-A, what roles he can switch from the Snowflake UI?

A : SYSADMIN, ROLE-A, ROLE-B,ROLE-C,ROLE-D,ROLE-E

B : ROLE-A,ROLE-B,ROLE-C

C : ROLE-A, ROLE-B,ROLE-C,ROLE-D,ROLE-E

D : ROLE-A

Answer: C

Page: 1 / 48

Total 240 Questions | Updated On: Apr 01, 2026

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