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Salesforce Certified Data Architect Exam Guide

About the Salesforce Data Architect Credential

Achieve pinnacle expertise with the Salesforce Certified Data Architect credential, a paramount recognition for architects dedicated to crafting unparalleled solutions on the Customer 360 platform. This certification isn’t just a title; it’s a testament to your prowess in navigating complex architectural landscapes and translating requirements into robust, scalable, and efficient solutions.

Key Proficiencies Covered:

Data Modeling & Database Design: Dive deep into the intricacies of data structuring and design.
Master Data Management: Master the art of overseeing critical data to provide a single point of reference.
Salesforce Data Management: Ensure optimal handling and integration of data within the Salesforce environment.
Data Governance: Uphold the highest standards of data quality, accessibility, and security.
Large Data Volume Considerations: Address challenges and opportunities tied to handling vast amounts of data.
Data Migration: Seamlessly transfer data between systems, ensuring data integrity and availability.

Audience Description: Salesforce Certified Data Architect

Distinguish yourself in the world of data management with the Salesforce Certified Data Architect credential. Tailored for professionals adept at crafting robust solutions on the Customer 360 Platform, this certification not only validates your expertise in enterprise data management but also positions you at the zenith of industry recognition.

Why Pursue This Certification?

Holistic Knowledge: Dive deep into the nuances of information architecture, covering pivotal areas from data sourcing, integration, and persistence to master data management, metadata management, and data security.
Quality Control: Harness your skills to evaluate customer-specific data quality needs, ensuring pristine data integrity and eliminating duplicates.
Effective Communication: Enhance your proficiency in elucidating intricate solutions and design implications to business stakeholders.
Organizational Leadership: Pioneer organizational shifts that champion pristine data stewardship.

Your Journey So Far:

Salesforce Expertise: 2 to 3 enriching years immersed in Salesforce.
Data-centric Foundation: 5+ years crafting or supporting data-driven solutions.

Typical Job Titles Include:

Advanced Administrator
Data Architect
Technical/Solution Architect
Advanced Platform Developer

Core Competencies of a Certified Data Architect:

Data modeling & Database Design
Custom fields intricacies: master-detail, lookup relationships
Client-to-database requirement mapping
Optimal utilization of Salesforce standard and big objects
Association nuances between standard objects and Salesforce license types
Addressing Large Data Volume challenges: indexing, migrations, performance optimization
Grasping Salesforce Platform’s declarative and programming concepts
Scripting expertise with tools such as Data Loader and ETL platforms
Commitment to Data Stewardship and maintaining pristine data quality.

Not On The Exam:

Non-Salesforce database concepts
Integration tools configuration
Master Data Management (MDM) tool experience
Lightning Development
Specific programming languages

Brownie Points (Though not mandatory): Achieving Salesforce Certified Platform App Builder, Platform Developer I, and Platform Developer II can further accentuate your profile.

Purpose of This Exam Guide

Embark on a transformative journey with our definitive exam guide, meticulously crafted to streamline your preparation for the Salesforce Certified Data Architect certification exam. Dive deep into:

Who’s It For: A comprehensive overview of the ideal candidates for this certification.
Training & Resources: Dive into our curated list of recommended training sessions, workshops, and authoritative documentation.
Exam Blueprints: Familiarize yourself with a detailed breakdown of the examination’s objectives, ensuring you cover every corner.

About the Exam

Read on for details about the Salesforce Data Architect exam.

Content: 60 multiple-choice/multiple-select questions
Time allotted to complete the exam: 105 minutes
Passing score: 58%
Registration fee: USD 400 plus applicable taxes as required per local law
Retake fee: USD 200 plus applicable taxes as required per local law
Delivery options: Proctored exam delivered onsite at a testing center or in an online proctored environment. Click here for information on scheduling an exam.
References: No hard-copy or online materials may be referenced during the exam.
Prerequisite: None

Recommended Training and References

The study materials recommended for this exam include:

ForceDigest: Salesforce Certified Data Architect Practice Exams – Salesforce Certified Data Architect Study Guide
Trailmix: Architect Journey: Data Architect

Exam Outline

Elevate your expertise with the Salesforce Certified Data Architect examination, meticulously designed to rigorously evaluate your mastery over the following pivotal objectives:

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 scenario, recommend approaches and techniques to design a scalable data model that obeys the current security and sharing model.
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 customer scenario, recommend approaches and techniques to avoid data skew (record locking, sharing calculation issues, and excessive child to parent relationships).

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 and use techniques for establishing a “golden record” or “system of truth” for the customer domain in a Single Org
Given a customer scenario, recommend approaches and techniques for consolidating data attributes from multiple sources. Discuss criteria and methodology for picking the winning attributes.
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 appropriate combination of Salesforce license types to effectively leverage standard and custom objects to meet business needs.
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.

Maintaining Your Salesforce Certification

Elevate your professional standing with the Salesforce credential, a hallmark of your commitment to mastering the latest product innovations and updates. To ensure you remain at the industry’s forefront, it’s paramount to engage with the Data Architect certification maintenance modules on Trailhead annually.