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[General] 100% Pass Quiz 2026 Reliable Data-Architect: Real Salesforce Certified Data Arch

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【General】 100% Pass Quiz 2026 Reliable Data-Architect: Real Salesforce Certified Data Arch

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Salesforce Certified Data Architect Sample Questions (Q141-Q146):NEW QUESTION # 141
Universal Containers (UC) is implementing a formal, cross -business -unit data governance program As part of the program, UC will implement a team to make decisions on enterprise -wide data governance. Which two roles are appropriate as members of this team? Choose 2 answers
  • A. Operational Data Users
  • B. Data Domain Stewards
  • C. Analytics/BI Owners
  • D. Salesforce Administrators
Answer: B,C
Explanation:
Analytics/BI Owners and Data Domain Stewards are appropriate roles as members of a team that makes decisions on enterprise-wide data governance. Analytics/BI Owners are responsible for defining the business requirements and metrics for data analysis and reporting, and Data Domain Stewards are responsible for defining and enforcing the data quality standards and rules for specific data domains. Salesforce Administrators and Operational Data Users are not suitable roles for this team, as they are more focused on the operational aspects of data management, such as configuration, maintenance, and usage.

NEW QUESTION # 142
Universal Containers has more than 10 million records in the Order_c object. The query has timed out when running a bulk query. What should be considered to resolve query timeout?
  • A. Streaming API
  • B. Tooling API
  • C. PK Chunking
  • D. Metadata API
Answer: C
Explanation:
PK Chunking can resolve query timeout when running a bulk query on an object with more than 10 million records. PK Chunking is a feature of the Bulk API that splits a query into multiple batches based on the record IDs (primary keys) of the queried object. This can improve the query performance and avoid timeouts by reducing the number of records processed in each batch.

NEW QUESTION # 143
Universal Container (UC) has around 200,000 Customers (stored in Account object). They get 1 or 2 Orders every month from each Customer. Orders are stored in a custom object called "Order c"; this has about 50 fields. UC is expecting a growth of 10% year -over -year. What are two considerations an architect should consider to improve the performance of SOQL queries that retrieve data from the Order _c object? Choose 2 answers
  • A. Use SOQL queries without WHERE conditions.
  • B. Make the queries more selective using indexed fields.
  • C. Work with Salesforce Support to enable Skinny Tables.
  • D. Reduce the number of triggers on Order _c object.
Answer: B,C
Explanation:
To improve the performance of SOQL queries that retrieve data from the Order_c object, the data architect should work with Salesforce Support to enable Skinny Tables and make the queries more selective using indexed fields. Skinny Tables are custom tables that contain frequently used fields and are kept in sync with the base tables3. They can improve performance by reducing the number of table joins and using indexes. Making the queries more selective using indexed fields can also improve performance by reducing the query execution time and avoiding query timeouts4. The other options are not effective or recommended for improving SOQL performance.

NEW QUESTION # 144
A Customer is migrating 10 million order and 30 million order lines into Salesforce using Bulk API. The Engineer is experiencing time-out errors or long delays querying parents order IDs in Salesforce before importing related order line items. What is the recommended solution?
  • A. Leverage an External ID from source system orders to import related order lines.
  • B. Leverage Batch Apex to update order ID on related order lines after import.
  • C. Query only indexed ID field values on the imported order to import related order lines.
  • D. Leverage a sequence of numbers on the imported orders to import related order lines.
Answer: A

NEW QUESTION # 145
What makes Skinny tables fast? Choose three answers.
  • A. They avoid resource intensive joins
  • B. They can contain fields from other objects
  • C. They support up to a max of 100 of columns
  • D. Their tables are kept in sync with their source tables when the source tables are modified
  • E. They do not include soft-deleted records
Answer: A,D,E

NEW QUESTION # 146
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