Salesforce Data-Architect Exam Questions in exam preparation

BONUS!!! Download part of itPass4sure Data-Architect dumps for free: https://drive.google.com/open?id=1-vWb0a2a9FhXo4Vf0ebDcEzMTLHxgc9A

Our Data-Architect PDF format is user-friendly and accessible on any smart device, allowing applicants to study from anywhere at any time. We have included actual and updated Salesforce Data-Architect Questions in this Data-Architect Dumps PDF file. Our Salesforce Certified Data Architect exam dumps PDF format is designed to help individuals acquire the knowledge necessary to succeed in the test.

Salesforce Data-Architect Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Large Data Volume Considerations20%- Performance and scalability
  • 1. Avoiding and resolving data skew
  • 2. Handling millions of records
  • 3. Governor limits and bulk processing
- Storage and optimization
  • 1. Storage limits and management
  • 2. Archiving and off-platform storage
  • 3. Performance tuning techniques
Topic 2: Salesforce Data Management25%- Sharing and visibility design
  • 1. Organization-wide defaults, role hierarchy
  • 2. Sharing rules, manual sharing, Apex sharing
  • 3. Data access and security model
- Data import and export strategies
  • 1. Tools: Data Loader, Import Wizard, Bulk API
  • 2. Data validation and cleansing
  • 3. Migration planning and execution
Topic 3: Data Modeling and Database Design25%- Indexing and data structure
  • 1. Skinny tables and big objects
  • 2. Standard and custom indexes
  • 3. Query optimization strategies
- Design scalable data models
  • 1. Object relationships and cardinality
  • 2. Data model optimization for performance
  • 3. Custom and standard object design
Topic 4: Data Governance and Compliance20%- Data governance framework
  • 1. Data quality standards
  • 2. Data stewardship and ownership
  • 3. Compliance and regulatory requirements
- Data lifecycle management
  • 1. Data classification and handling
  • 2. Data privacy and security
  • 3. Data retention and archiving policies
Topic 5: Data Integration and Master Data Management10%- Integration patterns and tools
  • 1. External data sources and objects
  • 2. Real-time vs batch integration
  • 3. REST, SOAP, and Bulk API usage
- Master data management
  • 1. Data synchronization and consistency
  • 2. Single source of truth design
  • 3. MDM strategy and implementation

>> New Data-Architect Braindumps Questions <<

Exam Dumps Salesforce Data-Architect Demo | Exam Data-Architect Questions Answers

The Salesforce Data-Architect certification brings multiple career benefits. Reputed firms happily hire you for good jobs when you earn the Salesforce Certified Data Architect Data-Architect certificate. If you are already an employee of a tech company, you get promotions and salary hikes upon getting the Salesforce Certified Data Architect Data-Architect. All these career benefits come when you crack the Salesforce Certified Data Architect Data-Architect Certification examination. To pass the Salesforce Certified Data Architect Data-Architect test, you need to prepare well from updated practice material such as real Salesforce Data-Architect Dumps. We guarantee that this study material will prove enough to prepare successfully for the Data-Architect examination.

Salesforce Certified Data Architect Sample Questions (Q59-Q64):

NEW QUESTION # 59
DreamHouse Realty has an integration that creates records in a Salesforce Custom Object. The Custom Object has a field marked as required on the page layout.
DreamHouse Realty has noticed that many of the records coming from the external system are missing data in this field.
The Architect needs to ensure this field always contains data coming from the source system.
Which two approaches should the Architect take? Choose 2 answers

Answer: A,B

Explanation:
Setting up a Validation Rule to prevent blank values and marking the field required in setup at the field level are two approaches that the Architect should take to ensure that the field always contains data coming from the source system. A Validation Rule can display an error message when a record is created or edited with a blank value for the field, and prevent it from being saved. Marking the field required in setup at the field level can enforce the requirement for all records, regardless of the page layout or the source system. The other options are not effective or recommended for ensuring data quality, as they would either not prevent blank values, not apply to all records, or not address the root cause of the problem


NEW QUESTION # 60
A shipping and logistics company has created a large number of reports within Sales Cloud since Salesforce was introduced. Some of these reports analyze large amounts of data regarding the whereabouts of the company's containers, and they are starting to time out when users are trying to run the reports. What is a recommended approach to avoid these time-out issues?

Answer: C


NEW QUESTION # 61
What makes Skinny tables fast? Choose three answers.

Answer: A,B,D


NEW QUESTION # 62
Universal Containers has a rollup summary field on account to calculate the number of contacts associated with an account. During the account load, Salesforce is throwing an "UNABLE _TO_LOCK_ROW" error.
Which solution should a data architect recommend to resolve the error?

Answer: A

Explanation:
According to the Salesforce documentation1, the "UNABLE _TO_LOCK_ROW" error occurs when a record is being updated or created, and another operation tries to access or update the same record at the same time. This can cause lock contention and timeout issues. To resolve the error, some of the recommended solutions are:
Perform a batch job in serial mode and reduce the batch size (option B). This means running the batch job one at a time and processing fewer records per batch. This can reduce the chances of concurrent updates and lock contention on the same records.
Use the FOR UPDATE keyword to lock records in Apex code or API calls. This means explicitly locking the records that are being accessed or updated by a transaction, and preventing other transactions from modifying them until the lock is released. This can avoid conflicts and errors between concurrent operations on the same records2.
Defer rollup summary field calculation during data migration (option A). This means disabling the automatic calculation of rollup summary fields on the parent object when child records are inserted or updated. This can improve performance and avoid locking issues on the parent records. However, this option is only available for custom objects, not standard objects3.
Performing a batch job in parallel mode and reducing the batch size (option C) is not a good solution, as it can still cause lock contention and errors if multiple batches try to access or update the same records at the same time. Leveraging Data Loader's platform API to load data (option D) is also not a good solution, as it can still encounter locking issues if other operations are modifying the same records at the same time.


NEW QUESTION # 63
Universal Containers (UC) wants to store product data in Salesforce, but the standard Product object does not support the more complex hierarchical structure which is currently being used in the product master system.
How can UC modify the standard Product object model to support a hierarchical data structure in order to synchronize product data from the source system to Salesforce?

Answer: A

Explanation:
Creating a custom lookup field on the standard Product to reference the parent record in the hierarchy is the correct way to modify the standard Product object model to support a hierarchical data structure. This allows UC to create a self-relationship on the Product object and define parent-child relationships among products.


NEW QUESTION # 64
......

The Data-Architect PDF questions file is the third format of Salesforce Certified Data Architect (Data-Architect) exam practice questions. This format contains the real, valid, and updated Salesforce Data-Architect exam questions. You can download itPass4sure exam questions PDF on your desktop computer, laptop, tabs, or even on your smartphones. The Data-Architect Questions Pdf file is very easy to use and compatible with all smart devices. Download the itPass4sure exam questions after paying affordable price and start preparation without wasting further time.

Exam Dumps Data-Architect Demo: https://www.itpass4sure.com/Data-Architect-practice-exam.html

P.S. Free & New Data-Architect dumps are available on Google Drive shared by itPass4sure: https://drive.google.com/open?id=1-vWb0a2a9FhXo4Vf0ebDcEzMTLHxgc9A