Salesforce Certified Data Architecture and Management Designer certification is a valuable credential for professionals who work with large and complex data sets. Salesforce Certified Data Architecture and Management Designer (Data-Architecture-And-Management-Designer日本語版) certification demonstrates that the individual has the knowledge and skills to design and manage data architectures that are optimized for performance, scalability, and security. It is an essential certification for architects, administrators, and consultants who work with Salesforce data.

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1. Data Modeling/ Database Design 20%

• Compare and contrast various techniques, approaches and considerations for capturing and managing business and technical metadata (e.g. business dictionary, data lineage, taxonomy, data classification).
• Compare and contrast the different reasons for implementing Big Objects vs Standard/Custom objects within a production instance, alongside the unique pros and cons of utilizing Big Objects in a Salesforce data model.
• Given a scenario, recommend approaches and techniques to design a scalable data model that obeys the current security and sharing model.
• Compare and contrast various techniques and considerations for designing a data model for the Customer 360 platform. (e.g. objects, fields & relationships, object features).
• Given a customer scenario, recommend approaches and techniques to avoid data skew (record locking, sharing calculation issues, and excessive child to parent relationships).

2. Master Data Management: 5%

• Given a customer scenario, recommend and use techniques for establishing a “golden record” or “system of truth” for the customer domain in a Single Org
• Compare and contrast the various techniques, approaches and considerations for implementing Master Data Management Solutions (e.g. MDM implementation styles, harmonizing & consolidating data from multiple sources, establishing data survivorship rules, thresholds & weights, leveraging external reference data for enrichment, Canonical modeling techniques, hierarchy management.)
• Given a customer scenario, recommend appropriate approaches and techniques to capture and maintain customer reference & metadata to preserve traceability and establish a common context for business rules
• Given a customer scenario, recommend approaches and techniques for consolidating data attributes from multiple sources. Discuss criteria and methodology for picking the winning attributes.

3. Salesforce Data Management: 25%

• Given a customer scenario, recommend techniques to ensure data is persisted in a consistent manner.
• Given a scenario with multiple systems of interaction, describe techniques to represent a single view of the customer on the Salesforce platform.
• Given a customer scenario, recommend a design to effectively consolidate and/or leverage data from multiple Salesforce instances.
• Given a customer scenario, recommend appropriate combination of Salesforce license types to effectively leverage standard and custom objects to meet business needs.

4. Data Governance: 10%

• Given a customer scenario, recommend an approach for designing a GDPR compliant data model. Discuss the various options to identify, classify and protect personal and sensitive information.
• Compare and contrast various approaches and considerations for designing and implementing an enterprise data governance program.

5. Large Data Volume considerations: 20%

• Given a customer scenario, decide when to use virtualised data and describe virtualised data options.
• Given a customer scenario, recommend a data archiving and purging plan that is optimal for customer's data storage management needs.
• Given a customer scenario, design a data model that scales considering large data volume and solution performance.

6. Data Migration: 15%

• Given a customer scenario, recommend appropriate techniques and methods for ensuring high data quality at load time.
• Compare and contrast various techniques for improving performance when migrating large data volumes into Salesforce.
• Compare and contrast various techniques and considerations for exporting data from Salesforce.

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In addition to the recognition and credibility that comes with earning the Salesforce Certified Data Architecture and Management Designer certification, certified professionals also have access to a wide range of resources and support from the Salesforce community. These resources include access to exclusive events, online forums, and training materials, as well as opportunities to network with other certified professionals in the field.

Reference: https://trailhead.salesforce.com/en/credentials/dataarchitectureandmanagementdesigner#