Free Certified Data Architect Exam Braindumps
Salesforce Certified Data Architecture and Management Designer

Updated On: 10-Feb-2026




Salesforce
Certified Data Architecture and Management Designer
Certified Data Architecture and Management Designer
(SP22)

Total Questions: 222

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Overview of the Salesforce Certified Data Architecture and Management Designer Exam

The Salesforce Data Architecture and Management Designer certification targets experienced Data Architects and Solution Architects tasked with constructing robust, scalable data ecosystems within the Salesforce platform. Candidates must master large data volume strategies, including indexing, partitioning, and external object integration via Salesforce Connect or OData. The curriculum mandates proficiency in MDM principles, data governance frameworks, and complex data migration methodologies using Data Loader or MuleSoft. Practitioners must demonstrate technical acumen in implementing robust data security models, archival strategies, and data modeling best practices, ensuring optimal system performance, high availability, and structural integrity across multi-org environments and enterprise-level data integration architectures.



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Comments posted by visitors to this page between 2023 and 2025, newest first. Shown as written.

  • DA Jun 2025
    QUESTION: 19 UC needs to load a large volume of leads into salesforce on a weekly basis. During this process the validation rules are disabled. What should a data architect recommend to ensure dataquality is maintained in salesforce. The best recommendation to ensure data quality is maintained during high-volume weekly lead loads—when validation rules are temporarily disabled—is: Insure the lead data is preprocessed for quality before loading into Salesforce Why this is the best option: Proactively cleans data before it enters Salesforce. Prevents garbage-in, garbage-out scenarios. Scales better than relying on post-load fixes or enabling all validation rules during bulk loads, which may cause failures. Keeps the loading process efficient and reliable, especially with high volume. ? Why not the other options? ?? Activate validation rules once the leads are loaded It's too late — bad data may already be committed. Validation rules only run during data entry, not retroactively.
  • Kaps Mar 2025
    Excellent for practice !!
  • Deepak Dec 2024
    Best Practice Platform !!!