Salesforce Data-Architect日本語 Q&A - in .pdf

  • Exam Code: Data-Architect日本語
  • Exam Name: Salesforce Certified Data Architect (Data-Architect日本語版)
  • Updated: Aug 22, 2026
  • Q & A: 260 Questions and Answers
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  • Exam Code: Data-Architect日本語
  • Exam Name: Salesforce Certified Data Architect (Data-Architect日本語版)
  • Updated: Aug 22, 2026
  • Q & A: 260 Questions and Answers
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Salesforce Data-Architect certification is designed for professionals who specialize in managing and designing complex data models, integrations, and analytics solutions within the Salesforce platform. Salesforce Certified Data Architect (Data-Architect日本語版) certification validates the expertise and knowledge of the Data-Architect in the Salesforce ecosystem, and it is recognized by employers worldwide.

Reference: https://trailheadacademy.salesforce.com/certificate/exam-data-architect---Plat-Arch-201

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Salesforce is a cloud-based customer relationship management (CRM) system that aims to connect businesses with their customers in a more personalized and efficient manner. The Salesforce ecosystem has grown rapidly over the years, and it has become a popular choice for businesses of all sizes. As a result, the demand for certified Salesforce professionals has increased, and one of the most sought-after certifications is the Salesforce Data-Architect certification.

Salesforce Data-Architect日本語 Exam Syllabus Topics:

SectionWeightObjectives
Data Integration and Master Data Management10%- Master data management
  • 1. MDM strategy and implementation
  • 2. Data synchronization and consistency
  • 3. Single source of truth design
- Integration patterns and tools
  • 1. Real-time vs batch integration
  • 2. REST, SOAP, and Bulk API usage
  • 3. External data sources and objects
Large Data Volume Considerations20%- 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
Salesforce Data Management25%- Data import and export strategies
  • 1. Data validation and cleansing
  • 2. Tools: Data Loader, Import Wizard, Bulk API
  • 3. Migration planning and execution
- Sharing and visibility design
  • 1. Organization-wide defaults, role hierarchy
  • 2. Sharing rules, manual sharing, Apex sharing
  • 3. Data access and security model
Data Modeling and Database Design25%- Indexing and data structure
  • 1. Standard and custom indexes
  • 2. Skinny tables and big objects
  • 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
Data Governance and Compliance20%- Data governance framework
  • 1. Compliance and regulatory requirements
  • 2. Data quality standards
  • 3. Data stewardship and ownership
- Data lifecycle management
  • 1. Data retention and archiving policies
  • 2. Data privacy and security
  • 3. Data classification and handling

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