QlikView 12 Data Architect Certification : QV12DA Exam Questions

  • Exam Code: QV12DA
  • Exam Name: QlikView 12 Data Architect Certification Exam
  • Updated: Jul 25, 2026
  • Q&As: 70 Questions and Answers

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QlikView QV12DA Exam Syllabus Topics:

SectionWeightObjectives
Create the QlikView Associative Data Model39%- Choose appropriate load strategies and architectures
- Write, debug and optimize load scripts
- Design and optimize data associations and keys
- Connect to various data sources
Identify and Analyze Data Sources18%- Identify data quality issues and their impact
- Analyze data characteristics and relationships
- Interpret entity relationship diagrams
Apply Security and Governance8%- Apply governance and best practices
- Implement data and application security
Deliver the QlikView Application10%- Use QlikView Server and Publisher
- Deploy and distribute applications
- Select and configure client types
Design and Develop the QlikView Application User Interface25%- Select appropriate visualizations and objects
- Optimize application and reload performance
- Use functions and complex expressions
- Implement actions, triggers and navigation

QlikView 12 Data Architect Certification Sample Questions:

1. A QlikView Server deployment with QlikView Publisher license has been deployed on a single server When the system reloads a specific QlikView document, users experience decreased performance while viewing QlikView documents. The system administrator determines that the QlikView document was developed correctly.
What should the administrator do to improve the performance of the system?

A) Shorten the reload time of the document
B) Create a cluster of at least two QlikView Servers
C) Install the QlikView Distribution Service on another server
D) Create a cluster of at least two QlikView Distribution Services


2. A data architect analyzes daily transaction data and wants to reduce the current reload time with the following requirements:
- The application must show five years of data including the current year
- The data is loaded from yearly QVDs except for the current year
- The current year data is obtained directly from the database s
Which two options can reduce the reload time?
(Select two.)
Response:

A) Remove columns from the data model that are NOT required
B) Reduce the number of rows loaded into the application
C) Load a smaller period of data directly from the database
D) Load all data directly from the database
E) Reduce the granularity of the data


3. A company has three QlikView developers who lease QlikView Desktop licenses from QlikView Server, two business analysts who access five QlikView documents on a daily basis, and a supervisor who accesses a specific QlikView document every day.
Which CALs should be assigned to meet these requirements?

A) 2 Named User CALs, 3 Document CALs and 1 Session CAL
B) 3 Named User CALs and 10 Document CALs
C) 5 Named User CALs and 1 Document CAL
D) 3 Named User CALs, 2 Document CALs and 1 Session CAL


4. Financial managers need to analyze their monthly data on the first day of the following month. However, NOT all of the transactions are entered into the source system on time.
When the managers look at the data later in the month, the results no longer match data from the first of the month. The managers need to be able see both views of the data.
Which two data modeling techniques can be used to meet the requirements?
(Select two.)
Response:

A) Create a field to identify the on time and late transactions
B) Use a bookmark to show the view of the first day of the month
C) Load only the late transactions in another application
D) Create a QVD to show a snapshot of the data from the first of the month
E) Create a second application that only loads on the first day of every month


5. A business user reports a summary dashboard sheet takes a long time to load. Other sheets perform well. Which should be the first step for a data architect to identify the source of the problem?
Response:

A) Review the Sheet Properties > Performance tab to identify errors and issues with the sheet and/or objects
B) Review the settings for each object in the summary dashboard sheet to identify complex calculations
C) Review the Sheet Properties > Objects tab to identify the calculation time and memory use of each object
D) Run a series of tests and use a timer to capture the time that the sheet takes to render each time it is opened


Solutions:

Question # 1
Answer: A
Question # 2
Answer: A,C
Question # 3
Answer: D
Question # 4
Answer: A,D
Question # 5
Answer: C

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