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Last Updated: Aug 14, 2026
No. of Questions: 62 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| Data Management | 20% | - Database object management - Time Travel and Fail-safe - Data loading and unloading - Data sharing and replication |
| Account Management and Security | 25% | - Role-Based Access Control (RBAC) - User management and authentication - Account management and billing - Security and governance management |
| Performance and Monitoring | 20% | - Query history and profiling - Clustering keys - Resource monitoring and management - Query performance optimization |
| Data Protection and Disaster Recovery | 15% | - Backup and restore procedures - Data replication - Snowflake Marketplace - Disaster recovery planning |
| Virtual Warehouses | 20% | - Warehouse performance optimization - Resource monitors - Warehouse sizing and scaling - Virtual warehouse creation and management |
1. A Snowflake customer is experiencing higher costs than anticipated while migrating their data warehouse workloads from on-premises to Snowflake. The migration workloads have been deployed on a single warehouse and are characterized by a large number of small INSERTS rather than bulk loading of large extracts. That single warehouse has been configured as a single cluster, 2XL because there are many parallel INSERTS that are scheduled during nightly loads.
How can the Administrator reduce the costs, while minimizing the overall load times, for migrating data warehouse history?
A) There should be another 2XL warehouse deployed to handle a portion of the load queries.
B) The 2XL warehouse should be changed to 4XL to increase the number of threads available for parallel load queries.
C) The warehouse should be kept as a SMALL or XSMALL and configured as a multi-cluster warehouse to handle the parallel load queries.
D) The INSERTS should be converted to several tables to avoid contention on large tables that slows down query processing.
2. What SCIM integration types are supported in Snowflake? (Choose three.)
A) Custom
B) Okta
C) Duo Security Provisioning Connector
D) Amazon Web Services (AWS)
E) Google Cloud Platform (GCP)
F) Azure Active Directory (Azure AD)
3. A Snowflake account is configured with SCIM provisioning for user accounts and has bi-directional synchronization for user identities. An Administrator with access to SECURITYADMIN uses the Snowflake UI to create a user by issuing the following commands:
use role USERADMIN;
create or replace role DEVELOPER_ROLE;
create user PTORRES PASSWORD = 'hello world!' MUST_CHANGE_PASSWORD = FALSE
default_role = DEVELOPER_ROLE;
The new user named PTORRES successfully logs in, but sees a default role of PUBLIC in the web UI. When attempted, the following command fails:
use DEVELOPER_ROLE;
Why does this command fail?
A) USERADMIN needs to explicitly grant the DEVELOPER_ROLE to the new USER.
B) The new role will only take effect once the identity provider has synchronized by way of SCIM with the Snowflake account.
C) The new role can only take effect after USERADMIN has logged out.
D) The DEVELOPER_ROLE needs to be granted to SYSADMIN before user PTORRES will be able to use the role.
4. A Snowflake Administrator wants to create a virtual warehouse that supports several dashboards, issuing various queries on the same database.
For this warehouse, why should the Administrator consider setting AUTO_SUSPEND to 0 or NULL?
A) To save costs on warehouse shutdowns and startups for different queries
B) To keep the data cache warm to support good performance of similar queries
C) To save costs by running the warehouse as little as possible
D) To keep the query result cache warm for good performance on repeated queries
5. An Administrator has been asked to support the company's application team need to build a loyalty program for its customers. The customer table contains Personal Identifiable Information (PII), and the application team's role is DEVELOPER.
CREATE TABLE customer_data (
customer_first_name string,
customer_last_name string,
customer_address string,
customer_email string,
... some other columns,
);
The application team would like to access the customer data, but the email field must be obfuscated.
How can the Administrator protect the sensitive information, while maintaining the usability of the data?
A) Create a separate table for all the non-PII columns and grant the role DEVELOPER access to the new table.
B) Use the CURRENT_ROLE context function to integrate with a masking policy on the fields that contain sensitive data.
C) Create a view on the customer_data table to eliminate the email column by omitting it from the SELECT clause. Grant the role DEVELOPER access to the view.
D) Use the CURRENT_ROLE and CURRENT_USER context functions to integrate with a secure view and filter the sensitive data.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A,B,F | Question # 3 Answer: A | Question # 4 Answer: B | Question # 5 Answer: B |
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