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Salesforce Data-Architect Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Data Modeling and Database Design	25%	- Design scalable data models 1. Object relationships and cardinality 2. Custom and standard object design 3. Data model optimization for performance - Indexing and data structure 1. Query optimization strategies 2. Standard and custom indexes 3. Skinny tables and big objects
Topic 2: Data Integration and Master Data Management	10%	- Integration patterns and tools 1. External data sources and objects 2. REST, SOAP, and Bulk API usage 3. Real-time vs batch integration - Master data management 1. Data synchronization and consistency 2. Single source of truth design 3. MDM strategy and implementation
Topic 3: Data Governance and Compliance	20%	- Data lifecycle management 1. Data classification and handling 2. Data privacy and security 3. Data retention and archiving policies - Data governance framework 1. Compliance and regulatory requirements 2. Data quality standards 3. Data stewardship and ownership
Topic 4: Large Data Volume Considerations	20%	- Storage and optimization 1. Storage limits and management 2. Archiving and off-platform storage 3. Performance tuning techniques - Performance and scalability 1. Avoiding and resolving data skew 2. Governor limits and bulk processing 3. Handling millions of records
Topic 5: Salesforce Data Management	25%	- Sharing and visibility design 1. Sharing rules, manual sharing, Apex sharing 2. Organization-wide defaults, role hierarchy 3. Data access and security model - Data import and export strategies 1. Tools: Data Loader, Import Wizard, Bulk API 2. Migration planning and execution 3. Data validation and cleansing

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Salesforce Certified Data Architect Sample Questions (Q84-Q89):

NEW QUESTION # 84
Universal Container is using Salesforce for Opportunity management and enterprise resource planning (ERP) for order management. Sales reps do not have access to the ERP and have no visibility into order status.
What solution a data architect recommend to give the sales team visibility into order status?

A. Build real-time integration to pull order line items into Salesforce when viewing orders.
B. leverage Salesforce Connect top bring the order line item from the legacy system to Salesforce.
C. Build batch jobs to push order line items to salesforce.
D. Leverage Canvas to bring the order management UI in to the Salesforce tab.

Answer: B

NEW QUESTION # 85
UC migrating 100,000 Accounts from an enterprise resource planning (ERP) to salesforce and is concerned about ownership skew and performance.
Which 3 recommendations should a data architect provide to prevent ownership skew?
Choose 3 answers:

A. Keep users out of public groups that can be used as the source for sharing rules.
B. Assign a default user as owner of accounts and assigned top most role in hierarchy.
C. Assign "view all" permission on profile to give access to account.
D. Assign a default user as owner of account and do not assign any role to default user.
E. Assigned a default user as owner of accounts, and assign role in hierarchy.

Answer: A,B,D

NEW QUESTION # 86
Universal Containers (UC) is expecting to have nearly 5 million shipments records in its Salesforce org. Each shipment record has up to 10 child shipment item records. The Shipment custom object has an Organization-wide Default (OWD) sharing model set to Private and the Shipment Item custom object has a Master-Detail relationship to Shipment. There are 25 sharing rules set on the Shipment custom object, which allow shipment records to be shared to each of UC's 25 business areas around the globe. These sharing rules use public groups, one for each business area plus a number of groups for management and support roles. UC has a high turnover of Sales Reps and often needs to move Sales Reps between business areas in order to meet local demand. What feature would ensure that performance, when moving Sales Reps between regions, remains adequate while meeting existing requirements?

A. Implement data archiving for old Shipment records.
B. Configure shipment OWD to Public Read/Write.
C. Contact Salesforce to create Skinny tables on Shipment.
D. Contact Salesforce to enable Defer Sharing Rules

Answer: D

NEW QUESTION # 87
Universal Containers (UC) has implemented Salesforce, UC is running out of storage and needs to have an archiving solution, UC would like to maintain two years of data in Saleforce and archive older data out of Salesforce.
Which solution should a data architect recommend as an archiving solution?

A. Build a batch job to move all restore off platform, and delete old records from Salesforce.
B. Use a third-party backup solution to backup all data off platform.
C. Build a batch join move all records off platform, and delete all records from Salesforce.
D. Build a batch join to move two-year-old records off platform, and delete records from Salesforce.

Answer: B

NEW QUESTION # 88
Northern Trail Outfitters would like to report on the type of customers. A custom field for customer type was created in Account object. Users need to be limited to the following defined choices when entering information in this field:
1. High Value
2. Medium Value
3. Low Value
Which strategy should a data architect recommend to configure customer type?

A. Lookup to a custom object with defined choices.
B. Provide help text to guide users with defined choices.
C. Single-select restricted picklist with defined choices.
D. Create a validation rule to limit entry to defined choices.

Answer: C

Explanation:
single-select restricted picklist with defined choices can be a way to configure customer type. The article states that picklists are fields that allow users to select one or more predefined values from a list, and restricted picklists ensure that users can only select from the defined values. This can help to limit the choices for customer type and ensure data quality.

NEW QUESTION # 89
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