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Salesforce Data-Architect is a highly regarded certification that is recognized globally. It is designed for professionals who specialize in data architecture and management within the Salesforce platform. Salesforce Certified Data Architect certification is known for its rigorous testing and evaluation process, making it a highly sought-after credential in the industry.
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To become a Salesforce Certified Data Architect, candidates must pass the Data-Architect certification exam. Data-Architect exam is designed to test candidates on their ability to design and implement complex data models, integrate data from multiple sources, and ensure data quality and security. Candidates must have a deep understanding of Salesforce data architecture and data management best practices to Pass Data-Architect Exam.
Salesforce Certified Data Architect Sample Questions (Q90-Q95):
NEW QUESTION # 90
Two million Opportunities need to be loaded in different batches into Salesforce using the Bulk API in parallel mode.
What should an Architect consider when loading the Opportunity records?
- A. Create indexes on Opportunity object text fields.
- B. Use the Name field values to sort batches.
- C. Order batches by Auto-number field.
- D. Group batches by the AccountId field.
Answer: D
Explanation:
Grouping batches by the AccountId field can improve the performance and avoid locking issues when loading Opportunity records using the Bulk API in parallel mode1. This is because the AccountId field is indexed and can be used to distribute the records evenly across batches
NEW QUESTION # 91
The head of sales at Get Cloudy Consulting wants to understand key relevant performance figures and help managers take corrective actions where appropriate.
What is one reporting option Get Cloudy Consulting should consider?
- A. Case SLA performance report
- B. Opportunity analytic snapshot
- C. Lead conversion rate report
- D. Sales KPI Dashboard
Answer: D
NEW QUESTION # 92
(NTO) has multiple salesforce orgs based on geographical reports (AMER, EMEA, APAC). NTO products are in the AMER org and need to be created in the EMEA and APAC after the products are approved.
Which two features should a data architect recommend to share records between salesforce orgs? Choose 2.
- A. Change data capture (CDC)
- B. Salesforce connect.
- C. Federation search
- D. Salesforce 2 Salesforce
Answer: A,D
NEW QUESTION # 93
Universal Container (UC) has accumulated data over years and has never deleted data from its Salesforce org. UC is now exceeding the storage allocations in the org. UC is now looking for option to delete unused from the org.
Which three recommendations should a data architect make is order to reduce the number of records from the org?
Choose 3 answers
- A. Use hard delete in Bulk API to permanently delete records from Salesforce.
- B. Identify records in objects that have not been modified or used In last 3 years.
- C. Use hard delete in batch Apex to permanently delete records from Salesforce.
- D. Use Rest API to permanently delete records from the Salesforce org.
- E. Archive the records in enterprise data warehouse (EDW) before deleting from Salesforce.
Answer: A,B,E
Explanation:
Using hard delete in Bulk API, identifying records that have not been modified or used in last 3 years, and archiving the records in EDW before deleting from Salesforce are all good recommendations to reduce the number of records from the org1. Using hard delete in batch Apex or Rest API may not be as efficient or scalable as Bulk API
NEW QUESTION # 94
NTO has multiple systems across its enterprise landscape including salesforce, with disparate version the customer records.
In salesforce, the customer is represented by the contact object.
NTO utilizes an MDM solution with these attributes:
1.The MDM solution keeps track of customer master with a master key.
2.The master key is a map to the record ID's from each external system that customer data is stored within.
3.The MDM solution provides de-duplication features, so it acts as the single source of truth.
How should a data architect implement the storage of master key within salesforce?
- A. Create an external object to store the master key with a lookup field to contact.
- B. Create a custom object to store the master key with a lookup field to contact.
- C. Store the master key on the contact object as an external ID (Field for referential imports)
- D. Store the master key in Heroku postgres and use Heroku connect for synchronization.
Answer: C
Explanation:
The best way to implement the storage of master key within Salesforce is to store it on the contact object as an external ID field for referential imports. This way, the data architect can use the master key as a unique identifier to match records from different systems and avoid duplicates. The other options are not feasible because they either require additional storage or do not support referential imports.
NEW QUESTION # 95
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