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QlikView QV12DA : QlikView 12 Data Architect Certification Exam

QV12DA

Exam Code: QV12DA

Exam Name: QlikView 12 Data Architect Certification Exam

Updated: Sep 17, 2026

Q & A: 70 Questions and Answers

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About QlikView QV12DA Exam

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QlikView QV12DA Exam Syllabus Topics:

SectionWeightObjectives
Data Architecture and Design20-25%- Understanding dimensional data models
- Star schema and snowflake schema design
- Balance between data model complexity and performance
- Link tables and concatenated tables
- Circular references and solutions
Performance Optimization15-20%- Data model optimization techniques
- Synthetic keys identification and resolution
- Table viewer analysis
- Join types and their impact
- Memory management
Data Load Design20-25%- Handling different data sources
- QVD files creation and optimization
- LOAD statements and transformations
- Incremental load strategies
- Scripting fundamentals
- RESIDENT loads and preceding loads
Data Transformation20-25%- Data cleansing techniques
- Data quality and validation
- Cross-tables and pivot tables
- Interval matching
- Mapping tables and ApplyMap
Security and Governance15-20%- Data reduction techniques
- Field-level and row-level security
- Section Access implementation
- Security best practices

QlikView 12 Data Architect Certification Sample Questions:

Question #1
A data source contains metadata, which describes the content of the data fields. How can the metadata for specific fields be shared with other data architects within Qlik View?
Response:

A. Add metadata as a data column
B. Add metadata as a data row
C. Add metadata by using the Comment command
D. Add metadata to a text-based .meta file


Question #2
Which two additional features will QlikView Publisher provide that are NOT available in Qlik View Enterprise Server?
(Select two.)
Response:

A. Clustering multiple QlikView servers for scalability
B. Full third-party LDAP connectivity through the QlikView Document Metadata Service
C. Loop and Reduce functionality from the same template with different datasets
D. Scheduling, monitoring, and managing complex dependencies for reloads
E. Publishing a reloaded document to a specified folder location


Question #3
An organization purchases two servers to host its production and development QlikView Server environments The system administrator needs to plan the deployment so the QlikView Publisher Repository (QVPR) from the production server can be easily migrated to the development server in a disaster recovery scenario.
Which strategy should the administrator use when planning the deployment to ensure the QVPR can be migrated between servers with minimal changes'?

A. Configure drive letters and installation folder paths identically on all servers in the deployment
B. Configure QlikView services on all servers to use the same Active Directory service account
C. Apply the same license key LEF information, and control number on all servers in the deployment
D. Configure all servers in the QlikView deployment to be a part of the same QlikView Server cluster


Question #4
A QlikView deployment has poor end user performance when many users view QlikView documents simultaneously. The documents are relatively small and correctly developed. No data reduction tasks are present.
Which service should the administrator cluster to increase performance?

A. QlikView Web Server service
B. Directory Service Connectors service
C. QlikView Server service
D. Distribution Service


Question #5
Refer to the exhibit.

End users report they cannot access the AccessPoint. The system administrator tries to fix the issue and realizes no QlikView services have started When the administrator tries to manually start the services, the error message shown in the exhibit is displayed What is the likely cause of this error?

A. The QlikView services account password has expired
B. The UserDocs folder is Read Only
C. The QlikView server license has expired
D. The QlikView Publisher license has expired


Solutions:

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

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