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Updated: Jul 21, 2026
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QlikView QV12DA Exam Overview:
| Certification Vendor: | Qlik |
| Exam Name: | QlikView 12 Data Architect Certification Exam |
| Exam Number: | QV12DA |
| Exam Duration: | 120 minutes |
| Available Languages: | English |
| Real Exam Qty: | 50 |
| Related Certifications: | QlikView 12 Developer (QV12DE) Qlik Sense Data Architect (QSDA2018) Qlik Sense Business Analyst (QSBA2018) |
| Exam Format: | Multiple Choice, Multiple Response, Scenario-based |
| Certificate Validity Period: | 2 years |
| Passing Score: | 70% |
| Exam Price: | $250 USD |
| Sample Questions: | QlikView QV12DA Sample Questions |
| Exam Way: | Online proctored exam or at Pearson VUE testing center |
| Pre Condition: | Recommended: 6-12 months hands-on experience with QlikView 12 and completion of QlikView Data Architect training course |
| Official Syllabus URL: | https://www.qlik.com/services/training/certification |
QlikView QV12DA Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Security and Governance | 15-20% | - Field-level and row-level security - Security best practices - Data reduction techniques - Section Access implementation |
| Data Transformation | 20-25% | - Data cleansing techniques - Data quality and validation - Cross-tables and pivot tables - Mapping tables and ApplyMap - Interval matching |
| Data Architecture and Design | 20-25% | - Balance between data model complexity and performance - Circular references and solutions - Link tables and concatenated tables - Star schema and snowflake schema design - Understanding dimensional data models |
| Performance Optimization | 15-20% | - Join types and their impact - Table viewer analysis - Memory management - Synthetic keys identification and resolution - Data model optimization techniques |
| Data Load Design | 20-25% | - QVD files creation and optimization - Scripting fundamentals - Handling different data sources - LOAD statements and transformations - RESIDENT loads and preceding loads - Incremental load strategies |
QlikView 12 Data Architect Certification Sample Questions:
1. A system administrator determines the QlikView Server was unresponsive over the weekend. The administrator finds this error message in the event log file:
Failed tadven9\QlikViewStorage\QVSSetting \CalData.pgo. Error: 3
Which is the most likely cause of the error?
A) The CalData pgo file was re-created by QVS
B) The root folder was NOT available
C) The QlikView Server had no remaining CALs
D) The QlikView Server was restarted for maintenance
2. Which three are required to configure a clustered QlikView Server deployment? (Select three )
A) A clustered QlikView Server license key
B) The same QlikView Server version build number
C) A shared storage location on the same network subnet for Root folder
D) Identical hardware resources for CPU and RAM
E) A clustered QlikView Publisher license key
3. All QlikView Server services are installed and configured to run on a single Windows server QlikView Publisher tasks fail intermittently, and the document log appears to stop processing without any error notifications.
To troubleshoot the issue, a Windows Performance Monitor set was configured and shows that the QVS.exe system RAM usage is extremely high QlikView Publisher reload tasks schedule cannot be altered Which three steps should the system administrator take to resolve the problem? (Select three )
A) Migrate QlikView Distribution Service to a separate Windows server
B) Edit the QlikView Publisher tasks so the distribution is set to All Authenticated Users instead of Named Users
C) Decrease the Working Set Low to make sure enough system RAM is available for QlikView Publisher to function
D) Increase the Windows server system RAM
E) Increase the Windows server pagefile sys size
4. A system administrator is configuring a two node QlikView Server cluster and will install QlikView Publisher on its own separate node. The configuration of services is as follows:
Node A QlikView Server service, QlikView Management service Node B QlikView Server service, QlikView Management service Node C QlikView Distribution service QlikView Settings service QlikView Directory Service Connector service.
Which part of this configuration does NOT conform to best practices?
A) Running two simultaneous QlikView Server services on separate nodes
B) Running the QlikView Server service and QlikView Management service on the same node
C) Running the QlikView Distribution service and the QlikView Directory Service Connector service on the same node
D) Running two simultaneous QlikView Management services on separate nodes
5. An organization needs all employees lo have access to data in a QlikView document for the country in which employees are located. The deployment only has a Reload Engine.
What should the system administrator do?
A) Set up dynamic data reduction with Section Access in the QlikView document
B) Configure a Loop and Reduce task to put the files in a specific folder
C) Configure file permissions to support data reduction
D) Add the Active Directory groups for the countries to the file permissions of the QlikView document
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A,B,C | Question # 3 Answer: B,C,E | Question # 4 Answer: D | Question # 5 Answer: A |
QlikView QV12DA Exam Overview:
| Certification Vendor: | Qlik |
| Exam Name: | QlikView 12 Data Architect Certification Exam |
| Exam Number: | QV12DA |
| Exam Duration: | 120 minutes |
| Available Languages: | English |
| Real Exam Qty: | 50 |
| Related Certifications: | QlikView 12 Developer (QV12DE) Qlik Sense Data Architect (QSDA2018) Qlik Sense Business Analyst (QSBA2018) |
| Exam Format: | Multiple Choice, Multiple Response, Scenario-based |
| Certificate Validity Period: | 2 years |
| Passing Score: | 70% |
| Exam Price: | $250 USD |
| Sample Questions: | QlikView QV12DA Sample Questions |
| Exam Way: | Online proctored exam or at Pearson VUE testing center |
| Pre Condition: | Recommended: 6-12 months hands-on experience with QlikView 12 and completion of QlikView Data Architect training course |
| Official Syllabus URL: | https://www.qlik.com/services/training/certification |
QlikView QV12DA Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Security and Governance | 15-20% | - Field-level and row-level security - Security best practices - Data reduction techniques - Section Access implementation |
| Data Transformation | 20-25% | - Data cleansing techniques - Data quality and validation - Cross-tables and pivot tables - Mapping tables and ApplyMap - Interval matching |
| Data Architecture and Design | 20-25% | - Balance between data model complexity and performance - Circular references and solutions - Link tables and concatenated tables - Star schema and snowflake schema design - Understanding dimensional data models |
| Performance Optimization | 15-20% | - Join types and their impact - Table viewer analysis - Memory management - Synthetic keys identification and resolution - Data model optimization techniques |
| Data Load Design | 20-25% | - QVD files creation and optimization - Scripting fundamentals - Handling different data sources - LOAD statements and transformations - RESIDENT loads and preceding loads - Incremental load strategies |
QlikView 12 Data Architect Certification Sample Questions:
1. A system administrator determines the QlikView Server was unresponsive over the weekend. The administrator finds this error message in the event log file:
Failed tadven9\QlikViewStorage\QVSSetting \CalData.pgo. Error: 3
Which is the most likely cause of the error?
A) The CalData pgo file was re-created by QVS
B) The root folder was NOT available
C) The QlikView Server had no remaining CALs
D) The QlikView Server was restarted for maintenance
2. Which three are required to configure a clustered QlikView Server deployment? (Select three )
A) A clustered QlikView Server license key
B) The same QlikView Server version build number
C) A shared storage location on the same network subnet for Root folder
D) Identical hardware resources for CPU and RAM
E) A clustered QlikView Publisher license key
3. All QlikView Server services are installed and configured to run on a single Windows server QlikView Publisher tasks fail intermittently, and the document log appears to stop processing without any error notifications.
To troubleshoot the issue, a Windows Performance Monitor set was configured and shows that the QVS.exe system RAM usage is extremely high QlikView Publisher reload tasks schedule cannot be altered Which three steps should the system administrator take to resolve the problem? (Select three )
A) Migrate QlikView Distribution Service to a separate Windows server
B) Edit the QlikView Publisher tasks so the distribution is set to All Authenticated Users instead of Named Users
C) Decrease the Working Set Low to make sure enough system RAM is available for QlikView Publisher to function
D) Increase the Windows server system RAM
E) Increase the Windows server pagefile sys size
4. A system administrator is configuring a two node QlikView Server cluster and will install QlikView Publisher on its own separate node. The configuration of services is as follows:
Node A QlikView Server service, QlikView Management service Node B QlikView Server service, QlikView Management service Node C QlikView Distribution service QlikView Settings service QlikView Directory Service Connector service.
Which part of this configuration does NOT conform to best practices?
A) Running two simultaneous QlikView Server services on separate nodes
B) Running the QlikView Server service and QlikView Management service on the same node
C) Running the QlikView Distribution service and the QlikView Directory Service Connector service on the same node
D) Running two simultaneous QlikView Management services on separate nodes
5. An organization needs all employees lo have access to data in a QlikView document for the country in which employees are located. The deployment only has a Reload Engine.
What should the system administrator do?
A) Set up dynamic data reduction with Section Access in the QlikView document
B) Configure a Loop and Reduce task to put the files in a specific folder
C) Configure file permissions to support data reduction
D) Add the Active Directory groups for the countries to the file permissions of the QlikView document
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A,B,C | Question # 3 Answer: B,C,E | Question # 4 Answer: D | Question # 5 Answer: A |
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