Last Updated: Sep 07, 2026
No. of Questions: 52 Questions & Answers with Testing Engine
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| Section | Objectives |
|---|---|
| Data Modeling | - Associations and synthetic keys - Star and snowflake schema design - Conceptual and logical data models |
| Data Quality and Governance | - Data validation techniques - Handling nulls and duplicates |
| Data Connections | - Data source authentication - Connecting to databases and files |
| Data Loading and Transformation | - Incremental load strategies - Qlik load script fundamentals - Data transformation functions |
| Application Design | - Data layer vs presentation layer separation - Performance optimization considerations |
Question 1
Refer to the exhibit.
A fashion retail company needs to analyze data about product inventory. The company needs to filter by attributes by such as color, material, and size.
Which strategy should a data architect use to meet these requirements?
A. Loop through the table to transpose fields
B. Turn data rows into fields by using a generic load
C. Use crosstable in the load statement to unpivot
D. Use the hierarchy load statement to expand hierarchy levels
Question 2
Refer to the exhibit.
The two tables have been loaded by the script shown This script creates a synthetic key, which is not desired.
The Dept code in the Employee table is incorrect for EmplD=3
The data architect must change line 27 to create a single table in the data model that is accurate Which LOAD statement should the data architect use?
A. JOIN LOAD EmpID, ManagerlD, Level
B. CONCATENATE LOAD EmpID, ManagerlD, Level
C. KEEP LOAD EmpID, ManagerlD, Level
D. JOIN LOAD *
Question 3


Refer to the exhibits
Executives need to see the total sales by region for the current year. The data architect inherits App1 from a former employee who tried to address this requirement. Two Microsoft Excel spreadsheets, Region and Employee, are used as the data source. The data architect creates a table and identifies errors in the amount of sales per region Which method should the data architect use to resolve the errors''
A. In the data manager, split the Region table and associate by Region ID
B. In the data manager concatenate the Region table and associate by Region.lD
C. In the data manager, split the Region table and associate by EmployeelD
D. In the data load editor, concatenate the Region and Employee tables
Question 4
The data model from an existing Qlik Sense app needs to be reused in another Qlik Sense app.
Which load strategy should a data architect use to transfer this data in the most efficient way?
A. Binary load
B. QVD load
C. Preceding load
D. Generic load
Question 5
Refer to the exhibit.
The Country field in a CRM app is a free-form text field. More spelling variations and countries are expected in the future. A data architect must create a field called CountryCode based on the value in the Country field Which script should the data architect create to perform this task?
A)
B)
C)
D)
A. Option A
B. Option B
C. Option C
D. Option D
Solutions:
| Question 1 Answer: B | Question 2 Answer: A | Question 3 Answer: A | Question 4 Answer: A | Question 5 Answer: B |
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