Free PDF Quiz 2026 Salesforce High Pass-Rate Data-Architect: New Salesforce Certified Data Architect Test Pdf

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Salesforce Data-Architect Certification Exam is a valuable asset for professionals in the Salesforce ecosystem. Salesforce Certified Data Architect certification demonstrates a high level of expertise in Salesforce data architecture and management, which is highly sought after by employers. Individuals who possess this certification can expect to earn higher salaries, gain recognition within their organizations, and have greater opportunities for career advancement.
In order to be eligible for the Salesforce Data-Architect Certification Exam, candidates must have a Salesforce Certified Application Architect or Salesforce Certified System Architect certification. Additionally, candidates must have at least two years of experience in data architecture and design. Data-Architect Exam is computer-based and can be taken at a testing center or online. Once a candidate passes the exam, they will receive the Salesforce Certified Data Architect certification, which is a valuable credential in the Salesforce ecosystem that can open up many career opportunities.
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Salesforce Data-Architect Certification is an essential credential for professionals who want to excel in the field of Salesforce data architecture. Salesforce Certified Data Architect certification validates an individual's knowledge and skills in designing, developing, and managing data architecture in Salesforce. Salesforce Certified Data Architect certification is recognized globally and can help individuals advance their careers and increase their earning potential. The Salesforce Certified Data Architect exam is a challenging exam that requires extensive knowledge and experience in Salesforce data architecture.
Salesforce Certified Data Architect Sample Questions (Q146-Q151):
NEW QUESTION # 146
NTO uses salesforce to manage relationships and track sales opportunities. It has 10 million customers and 100 million opportunities. The CEO has been complaining 10 minutes to run and sometimes failed to load, throwing a time out error.
Which 3 options should help improve the dashboard performance?
Choose 3 answers:
- A. Run the dashboard for CEO and send it via email.
- B. De-normalize the data by reducing the number of joins.
- C. Remove widgets from the dashboard to reduce the number of graphics loaded.
- D. Reduce the amount of data queried by archiving unused opportunity records.
- E. Use selective queries to reduce the amount of data being returned.
Answer: B,D,E
Explanation:
To improve the dashboard performance, the data architect should use selective queries to reduce the amount of data being returned, de-normalize the data by reducing the number of joins, and reduce the amount of data queried by archiving unused opportunity records. These options will help optimize the query performance, reduce the query complexity, and free up storage space. Option C is incorrect because removing widgets from the dashboard to reduce the number of graphics loaded will not affect the dashboard performance significantly, and may reduce the usability and functionality of the dashboard. Option D is incorrect because running the dashboard for CEO and sending it via email will not improve the dashboard performance, but rather shift the burden to another user.
NEW QUESTION # 147
As part of a phased Salesforce rollout. there will be 3 deployments spread out over the year. The requirements have been carefully documented. Which two methods should an architect use to trace back configuration changes to the detailed requirements? Choose 2 answers
- A. Review the setup audit trail for configuration changes.
- B. Maintain a data dictionary with the justification for each field.
- C. Put the business purpose in the Description of each field.
- D. Use the Force.com IDE to save the metadata files in source control.
Answer: B,C
NEW QUESTION # 148
Universal Containers has a large volume of Contact data going into Salesforce.com. There are 100,000 existing contact records. 200,000 new contacts will be loaded. The Contact object has an external ID field that is unique and must be populated for all existing records. What should the architect recommend to reduce data load processing time?
- A. Delete all existing records, and then load all records together via the Insert operation.
- B. Load new records via the Insert operation and existing records via the Update operation.
- C. Load Contact records together using the Streaming API via the Upsert operation.
- D. Load all records via the Upsert operation to determine new records vs. existing records.
Answer: B
Explanation:
Loading new records via the Insert operation and existing records via the Update operation will allow using the external ID field as a unique identifier and avoid any duplication or overwriting of records. This is faster and safer than deleting all existing records or using the Upsert operation, which might cause conflicts or errors
.
NEW QUESTION # 149
Northern Trail Outfitters has these simple requirements for a data export process:
File format should be in CSV.
Process should be scheduled and run once per week.
The expert should be configurable through the Salesforce UI.
Which tool should a data architect leverage to accomplish these requirements?
- A. Third-party ETL tool
- B. Bulk API
- C. Data export wizard
- D. Data loader
Answer: C
NEW QUESTION # 150
Northern Trail Outfitters needs to implement an archive solution for Salesforce dat a. This archive solution needs to help NTO do the following:
1. Remove outdated Information not required on a day-to-day basis.
2. Improve Salesforce performance.
Which solution should be used to meet these requirements?
- A. Create a full copy sandbox, and use it as a source for retaining archived data.
- B. Identify a location to store archived data, and move data to the location using a time-based workflow.
- C. Use a formula field that shows true when a record reaches a defined age and use that field to run a report and export a report into SharePoint.
- D. Identify a location to store archived data and use scheduled batch jobs to migrate and purge the aged data on a nightly basis,
Answer: D
Explanation:
Identifying a location to store archived data and using scheduled batch jobs to migrate and purge the aged data on a nightly basis can be a way to meet the requirements for an archive solution. The article provides a use case of how to use Heroku Connect, Postgres, and Salesforce Connect to archive old data, free up space in the org, and still retain the option to unarchive the data if needed. The article also explains how this solution can improve Salesforce performance and meet data retention policies.
NEW QUESTION # 151
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