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Updated: Oct 15, 2026

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Data-Architect日本語 Practice Q&A's

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Salesforce Data-Architect日本語 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Data Migration: This topic covers suitable techniques and methods to make sure high data quality at load time, different strategies to improve performance when migrating large data volumes into Salesforce, and various techniques and considerations to export data from Salesforce.
Topic 2
  • Large Data Volume Considerations: This covers the design of a data model that scales considering large data volume and solution performance, a data archiving and purging plan, and the use of virtualized data options.
Topic 3
  • Data Governance: This topic covers the approach for designing a GDPR-compliant data model, including identifying, classifying, and protecting personal and sensitive information. It also delves into different approaches and considerations for designing and implementing an enterprise data governance program.
Topic 4
  • Master Data Management: This topic covers the various techniques, approaches, and considerations to implement Master Data Management Solutions, as well as techniques for establishing a "golden record" or "system of truth" for the customer domain. It also discusses approaches and techniques for consolidating data attributes and maintaining customer reference and metadata.
Topic 5
  • Data modeling
  • Database Design: This topic covers various techniques and considerations for designing a data model for the Customer 360 platform. It also focuses on approaches to designing a scalable data model that obeys the current security and sharing model. The topic also compares and contrasts techniques for capturing and managing business and technical metadata, as well as the reasons for implementing Big Objects vs Standard
  • Custom objects and approaches to avoid data skew.

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

Salesforce Data-Architect日本語 Exam Overview:

Certification Vendor:Salesforce
Exam Name:Salesforce Certified Data Architect Exam
Exam Number:Data-Architect
Passing Score:58%
Real Exam Qty:60
Exam Price:$400 USD
Certificate Validity Period:1 year (maintenance required annually via Trailhead certification maintenance)
Exam Duration:105 minutes
Related Certifications:Salesforce Certified Platform App Builder
Salesforce Certified Platform Developer II
Salesforce Certified Sharing and Visibility Architect
Salesforce Certified Platform Developer I
Salesforce Certified Integration Architect
Available Languages:Spanish, English, French, Japanese, German, Portuguese
Exam Format:Multiple Select, Multiple Choice
Recommended Training:Salesforce Data Architecture and Management
Salesforce Architect Trailmix
Exam Registration:Salesforce Architect Credentials Overview
Salesforce Certification Registration
Sample Questions:Salesforce Data-Architect日本語 Sample Questions
Exam Way:Online proctored exam or authorized testing center
Pre Condition:No mandatory prerequisites. Recommended: experience with Salesforce platform architecture and related certifications such as Platform Developer I, Platform App Builder, and Integration Architect.
Official Syllabus URL:https://trailhead.salesforce.com/en/credentials/architectdatam

Salesforce Certified Data Architect (Data-Architect日本語版) Sample Questions:

Question #1

エンタープライズ データ ガバナンス プログラムが改善を目指すデータの 2 つの側面はどれですか?

  • A. データの整合性
  • B. データモデリング
  • C. データの有用性
  • D. データ配信
Reveal Solution  Discussion  0

Correct Answer: A,C  🗳️

Explanation: Only visible for Pass4training members. You can sign-up / login (it's free).

Question #2

Universal Containers (UC) は会社の半分を売却中です。この分割の一環として、UC の主要な Salesforce 組織は組織 A と組織 B の 2 つに分割されます。UC はこれらの要件をデータ アーキテクトに提出しました。
1. 組織 B のデータ モデルは、さまざまなオブジェクト、項目、選択リストの値によって大幅に変化します。
2. コンプライアンス上の理由から、300 万件のレコードを組織 A から組織 B に移行する必要があります。
3. 移行は分割前に次の 2 か月以内に行う必要があります。
日付を正常に移行するには、データ アーキテクトはどの移行戦略を使用する必要がありますか?

  • A. Salesforce CLI を使用してクエリ、エクスポート、インポートを行う
  • B. Bulk API を使用するスクリプトを作成します。
  • C. 移行を調整するための ETL ツールとして使用します。
  • D. エクスポートにはデータ ローダーを使用し、インポートにはデータ インポート ウィザードを使用します。
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #3

Universal Containers (UC) では、数百万のレコードを外部のエンタープライズ リソース プランニング (ERP) システムから Salesforce に移動する必要があります。
Bulk API をパラレル モードではなくシリアル モードで使用する場合、データ アーキテクトは何を行うことを推奨しますか?

  • A. ロック例外を排除して管理し、さまざまなアカウントに分散した 100 万件の注文を挿入します。
  • B. ロック例外の可能性があるさまざまなアカウントに分散された 100 万件の注文を挿入します。
  • C. ジョブごとに 10 バッチの制御されたフィード負荷を活用します。
  • D. アップセット ジョブのキューに 20 個のバッチを配置します。
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #4

Universal Containers は、データ サイロを取り除き、レガシー CRM を ERP および Salesforce と接続したいと考えています。営業チームのほとんどは、日常的な使用のためにすでに Salesforce に移行していますが、一部のユーザーは、必要な機能が完了するまで古い CRM を使用しています。現在および将来のスムーズな相互運用性のために使用する必要がある 2 つの手法はどれですか。

  • A. 従来の CRM が操作から削除され、Salesforce に完全に置き換えられるまで、移行中は記録システムとしてレガシー CRM を指定します。
  • B. 利害関係者と協力して、特定のオブジェクト、記録、およびフィールドの記録システムのマスター データ管理計画を確立します。
  • C. レガシー CRM の進行中の変更を Salesforce にレプリケートして、レガシー CRM が最終的に廃止されたときにスムーズに移行できるようにします。
  • D. この移行期間中は、Salesforce と従来の CRM を相互に接続しないでください。ただし、両方が ERP とやり取りできるようにしてください。
Reveal Solution  Discussion  0

Correct Answer: A,B  🗳️

Explanation: Only visible for Pass4training members. You can sign-up / login (it's free).

Question #5

Universal Containers (UC) は、米国のビジネスを表す数百万のアカウント レコードのコレクションを管理しています。物流会社として、このリストは UC のビジネスの最も価値のある重要な要素の 1 つであり、配送先住所の正確性が最も重要です。最近、これらの企業の住所の多くが不正確であるか、企業が存在しないことが判明しました。UC がアカウント アドレスの品質を向上させるために検討すべき 2 つのスケーラブルな戦略はどれですか?

  • A. アドレスの検証と強化のためにサードパーティのデータベースまたはサービスと統合します。
  • B. Data.com Clean を利用して、D&B データベースのアカウント アドレス フィールドをクリーンアップします。
  • C. リストにある各企業に連絡し、住所情報を確認して更新するよう依頼してください。
  • D. Web を検索したり電話をかけたりして、アカウントを検証する従業員のチームを編成します。
Reveal Solution  Discussion  0

Correct Answer: A,B  🗳️

Explanation: Only visible for Pass4training members. You can sign-up / login (it's free).

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