Free QSDA Exam Prep
Qlik Sense Data Architect Certification
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QSDA Qlik Certifications: Study Roadmap
Follow this path to organize your exam preparation
Requirements, Governance & ConnectivityYou are here
Determine KPI granularity, slowly changing dimensions, Section Access row-level security, and configure relational and REST connectors.
Associative Modeling & Key Architecture
Design star schemas, resolve synthetic keys and circular references with link tables, and optimize composite keys with AutoNumber.
Load Scripting, QVDs & Transformations
Master optimized QVD loads, 3-tier ETL architectures, incremental loading patterns, ApplyMap, IntervalMatch, and Master Calendars.
Validation & Exam Simulations
Reconcile data with source metrics, evaluate subset ratios in Data Model Viewer, and complete full-length timed scenario exams.
Can You Take the QSDA Exam?
Check if you meet the basic eligibility requirements
- •Knowledge of SQL, relational database design, and data warehouse concepts
- •Experience creating load scripts and architecting multi-tier QVD data layers
- •Online proctored exam requires a computer with webcam, microphone, and stable internet
QSDA Quick Facts
Retake Policy
Up to 3 attempts per exam: wait 48 hours after the first failed attempt and 14 calendar days after the second; each attempt requires full payment or a new voucher.
Total Cost Breakdown
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130+ Practice Questions
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What You'll Study
8 chapters covering the exam topics in this guide
Introduction: About the QSDA Exam
1 sections
Chapter 1: Business Requirements, Data Granularity & Security
3 sections
Chapter 2: Data Connectivity & Source Integration
3 sections
Chapter 3: Dimensional Modeling & Schema Architecture
3 sections
Chapter 4: QIX Engine Architecture & Key Performance Optimization
3 sections
Chapter 5: Load Scripting Fundamentals & Table Operations
5 sections
Chapter 6: QVD Architecture, Incremental Loads & Temporal Logic
4 sections
Chapter 7: Advanced Transformations, Data Cleansing & Validation
4 sections
QSDA Exam Details
Qlik Sense Data Architect Certification
Administered by Qlik
Exam Content Breakdown
Based on the official Qlik content outline
Translate business needs, stakeholder roles, KPIs, and security requirements into Qlik Sense data architecture decisions.
Select data sources and pick the right Qlik connectors (ODBC, REST, file, lib:// data files) for the scenario.
Design star, snowflake, link-table, and concatenated-fact models; resolve synthetic keys, circular references, and performance issues.
Develop load scripts: QVDs (optimized vs unoptimized), incremental loads, mapping/ApplyMap, IntervalMatch, Hierarchy, Generic, Crosstable, variables, set analysis, calendar derivation.
Validate scripts and reconcile loaded data against source systems using Data Model Viewer, subset ratio, and structured QA.
What's Included
8 Chapters
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What's Next After the QSDA?
After passing the QSDA, you can pursue these career paths
Qlik Sense Business Analyst
Advance from core data modeling to business visualization, narrative storytelling, and reporting dashboards.
Qlik Cloud Analytics Developer
Extend data modeling to Qlik Cloud enterprise SaaS environments, platform automation, and analytics APIs.
Qlik Sense System Administrator
Pair scripting expertise with multi-node infrastructure management, QMC security rules, and task governance.
Lead Data Architect
Lead enterprise data warehouse modernization, governed QVD data lakes, and dimensional architecture across systems.
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