- Exam Code: QSDA2019
- Exam Name: Qlik Sense Data Architect Certification Exam
- Updated: Sep 07, 2026
- Q & A: 52 Questions and Answers
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| Certification Vendor: | Qlik |
|---|---|
| Exam Name: | Qlik Sense Data Architect Certification Exam |
| Exam Number: | QSDA2019 |
| Exam Format: | Multiple Response, Multiple Choice, Scenario-Based Questions |
| Passing Score: | 70% |
| Certificate Validity Period: | 2 years |
| Real Exam Qty: | 50 |
| Available Languages: | Japanese, English |
| Related Certifications: | Qlik Sense Business Analyst Certification Qlik Sense System Administrator Certification |
| Exam Price: | USD 250 |
| Exam Duration: | 120 minutes |
| Sample Questions: | ![]() |
| Exam Way: | Pearson VUE testing centers or online proctored delivery where available. |
| Pre Condition: | No mandatory prerequisite. Practical experience with Qlik Sense data modeling, scripting, and data architecture is strongly recommended. |
| Official Syllabus URL: | https://www.qlik.com/us/services/training/certifications |
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Build Data Models | 40% | - Implement Section Access security - Perform joins, keeps, resident loads, and incremental loads - Create and transform data models using load scripts - Use data transformation techniques in Data Load Editor and Data Manager - Manage data connections and data sources |
| Topic 2: Identify Model Requirements | 10% | - Identify Qlik Sense features to meet business requirements - Identify data load and refresh requirements - Determine security requirements |
| Topic 3: Validate Data | 20% | - Resolve synthetic keys and circular references - Debug and troubleshoot script errors - Resolve data quality and formatting issues - Validate data models against source systems |
| Topic 4: Design Data Models | 30% | - Design scalable and reusable data models - Manage complex modeling scenarios - Implement calendars, flags, and set analysis support structures - Determine appropriate data model architecture |
Qlik Sense Data Architect Certification is an official certification exam from Qlik, identified by the exam code QSDA2019. Pass it and you hold the Qlik Sense Data Architect certification, which sits at the Professional level. It also feeds into related credentials, including Qlik Sense Business Analyst Certification, Qlik Sense System Administrator Certification. In practical terms, this certification tells employers your skills have been measured against the vendor's own standard, which is why certified candidates tend to stand out in hiring and promotion decisions.
Expect 50 questions within 120 minutes on the Qlik Sense Data Architect Certification exam. Numbers aside, the real challenge is rhythm: lingering too long on one item quietly steals time from three others. Build the habit of answering, flagging, and moving on, then rehearse the full experience under a countdown with the Actual4Dumps test engine until finishing comfortably early becomes your norm.
Registration for Qlik Sense Data Architect Certification officially runs USD 250, with 70% required to pass. Worth knowing before you book: retakes are billed at the same full USD 250, so a failed attempt doubles your spend. The smarter sequence is to measure yourself first. When your scores on the Actual4Dumps practice tests clear the passing line with room to spare, consistently, that is your signal to schedule the real thing.
No mandatory prerequisite. Practical experience with Qlik Sense data modeling, scripting, and data architecture is strongly recommended.
Because vendors update their policies without much fanfare, verify the latest entry requirements before you book using the official exam page.
Yes, and we encourage it. Download the free PDF demo of the Qlik Sense Data Architect Certification questions from Actual4Dumps and evaluate the quality on your own terms. After you buy, every update for the next 365 days is free, and when that window closes you can extend your update service at half price.
A 100% money-back guarantee applies, governed by clear conditions. If you sit the Qlik Sense Data Architect Certification exam within 60 days of purchase and fail, you can claim a full refund, as long as the exam corresponds to your product. Attempts made within 3 days of purchase are ineligible, as are products you downloaded but never used, free materials, and expired orders; the name on the exam record must match the payer's name. File your claim with a scanned enrollment slip and the official Score Report PDF within 2 days of the exam, and it is settled within 7 days. Rather have a replacement than a refund? You may exchange for two other exam products of equal value, free, and your original product keeps its update service.
Delivery is essentially instantaneous: files unlock for download at payment and arrive in your email within one minute. Some vendors make you wait a day; if 2 hours pass here without delivery, check spam and contact customer service. Install on as many computers as you like, with no restrictions.
The Qlik Sense Data Architect Certification blueprint spans 4 domains. The ones carrying the most weight include Validate Data (20%), Design Data Models (30%), and Build Data Models (40%). The complete domain-by-domain breakdown is in the exam topics section above; treat it as your master checklist and let the weights tell you where your study hours earn the most.
Question 1
Refer to the exhibit.

Refer to the exhibits.
While using an app, the users report that some Sales Reps do NOT have personal details, like Division or Address Number A data architect has been called in to investigate.
The data architect uses the data model viewer to determine the relationship between the SalesRepMaster and CustomerMaster tables.
What is the cause of the issue?
A. 26 values for Sales Rep are null in CustomerMaster
B. 59.3% of the Sales Rep have CustomerMaster information
C. Density is 100% while Total Distinct and Present Distinct are NOT the same
D. 40.7% of the Sales Rep have CustomerMaster information
Question 2
Refer to the exhibit.
A data architect has a data model that includes historical order fulfillment centers. The order fulfillment centers occasionally changed location. The history of order fulfillment must be tracked on a per center, per location basis.
Which scripting function should the data architect use to meet this data modeling requirement?
A. Peek
B. Inner Join
C. ApplyMap
D. IntervalMatch
Question 3
Refer to the exhibit.
A global sales organization operates in three regions: AMERICAS, EMEA: and APAC. Each region stores its sales transactions in a separate database in which the employees update customer data through a third-party app. The data is extracted into three QVDs.
A data architect sets up a two-tier architecture for the data load. The data architect needs to add the region to the data model.
Which technique should the data architect use to create the Region field?
A. Create a Region field in the SalesTransaction table and populate using fixed region values while loading from each source
B. Create a Region field in the Employee table and populate using the SubField function on the EmployeelD
C. Create a Region field in the SalesTransaction table and create a mapping table based on the Country field in the Customer table
D. Create a Region field in the Employee table and populate using the LTrim function on the EmployeelD
Question 4
A data architect is developing an app that will generate QVDs for multiple business analysts. The field naming conventions on the source data are NOT business friendly. For every table loaded, multiple fields will require a name change.
An Excel file is maintained centrally that lists all source data field names and the appropriate names as they should appear in the QVDs Which strategy should the data architect use to meet these requirements?
A. Load in the Excel file as a data island and use the Peek function
B. Create master items using business-friendly names
C. Use the Rename function and a mapping load
D. Use the Alias function and a mapping load
Question 5
Refer to the exhibit.
A. * The UserAccess table contains seven fields Year Month, Hourr AccesslD. AccessDate. UserlD, and Duration (minutes)
* The table is only linked to Users on the UserlD field
B. * The UserAccess table contains seven fields AccessYear, AccessMonth, Hour AccesslD, AccessDate, UserlD, and Duration (minutes)
* The table is only linked to Users on the UserlD field
C. * The UserAccess table contains seven fields AccessYear. AccessMonth. Hour. AccesslD, AccessDate. UserlD. and Duration (minutes)
* The table is linked to the Access table on the AccesslD field and linked to Users on the UserlD field
D. * The UserAccess Table contains seven fields: Year, Month. Hour. AccessID, AccessDate. UserlD, and Duration (minutes)
* The table is linked to the Access table with the AccessID field and linked to Users on the UserlD field
Solutions:
| Question 1 Answer: C | Question 2 Answer: D | Question 3 Answer: C | Question 4 Answer: C | Question 5 Answer: C |
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