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Updated: Sep 28, 2026
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| Certification Vendor: | Qlik |
|---|---|
| Exam Name: | Qlik Sense Data Architect Certification Exam - June 2018 Release |
| Exam Number: | QSDA2018 |
| Certificate Validity Period: | 2 years |
| Related Certifications: | Qlik Sense System Administrator Qlik Sense Business Analyst |
| Exam Format: | Multiple choice, Scenario-based, Multiple response |
| Available Languages: | English |
| Exam Duration: | 120 minutes |
| Exam Price: | USD 250 |
| Passing Score: | 58% |
| Real Exam Qty: | 50 |
| Recommended Training: | Qlik Sense Data Architect Training |
| Exam Registration: | Qlik Official Certification Page Pearson VUE Registration |
| Sample Questions: | Qlik QSDA2018 Sample Questions |
| Exam Way: | Online proctored or onsite at Pearson VUE test centers |
| Pre Condition: | No mandatory prerequisites; Qlik recommends hands-on experience with Qlik Sense and completion of related training courses |
| Official Syllabus URL: | https://www.qlik.com/us/services/training/certification |
| Section | Weight | Objectives |
|---|---|---|
| Qlik Sense Architecture and Data Connections | 20% | - Managing connections and data sources - Qlik Sense platform architecture - Data connectivity (files, databases, web sources, APIs) |
| Scripting and Data Load Editor | 25% | - Debugging and troubleshooting scripts - Variables, functions, and expressions - Managing data load scripts - Script syntax and control statements |
| Performance Optimization and Validation | 10% | - Validating data integrity and consistency - Optimizing data model and script performance - Monitoring and improving application performance |
| Data Modeling and Transformation | 30% | - Using QVD files and incremental loading - Data transformation, cleansing, and enrichment - Designing efficient data models - Resolving synthetic keys and circular references |
| Security and Governance | 15% | - Application and stream security - Data governance best practices - Section Access and data security |
Refer to the exhibit.
An organization stores sales data in SQL Server. A database administrator creates a view to show the transaction data The data architect must
* Create a data model that shows the total sales for each salesperson by month
* Create an indicator that shows whether the total monthly sales meet or exceed the monthly quota, which is always $1,200 Which script should the data architect use to meet these requirements?
A)
B)
C)
D)
Correct Answer: A 🗳️
Refer to the exhibit.
One of the data sources a data architect must add for a newly developed app is an Excel spreadsheet The Region field only has values for the first record for the region. The data architect must perform a transformation so that each row contains the correct Region.
Which function should the data architect implement to resolve this issue?
Correct Answer: B 🗳️
Refer to the exhibit
The business analyst previews some data and notices different values for the United States in the Country field. The analyst must be able to report the total sales for the United States The data architect must fix this issue in the LOAD script.
Which function should the data architect use to fix this data quality issue?
Correct Answer: D 🗳️

Refer to the exhibit.
A data architect is reviewing an app that is under development. The app has NOT been published All data has been validated in all charts and KPIs. The data architect notices that the data model has two fact tables with common field names that cause a synthetic join Which step should the data architect take to correct the data model without affecting the app?
Correct Answer: A 🗳️
A data architect is working on a time and expense app for an organization that has Sales, Marketing, and Finance departments Department managers should only be able to view the data for their department's team members.
Where should the data architect apply this security restriction?
Correct Answer: A 🗳️
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