In 2026, certified professionals still get the first interview and the better offer. The Qlik Sense Data Architect Certification Exam - February 2021 Release is your entry ticket, and TorrentExam prepares you for it with 50 practice questions for the QSDA2021 exam — the efficient route to a stronger starting point.
Qlik QSDA2021 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Build Data Models | 40% | - Perform data transformation and cleansing - Create data connections and load scripts - Implement scripting best practices - Optimize data load and model performance |
| Topic 2: Validate and Secure Data | 20% | - Verify data accuracy and completeness - Test and document the data model - Handle null values and exceptions - Implement security rules and section access |
| Topic 3: Design Data Models | 30% | - Design normalized and denormalized structures - Apply Qlik associative engine principles - Plan for scalability and performance - Establish relationships and keys |
| Topic 4: Identify Model Requirements | 10% | - Determine business requirements and metrics - Identify security and access requirements - Define data granularity and aggregation levels |
What Candidates Ask About the Qlik Sense Data Architect Certification Exam - February 2021 Release
The Qlik Sense Data Architect Certification Exam - February 2021 Release blueprint comprises 4 domains. The headline areas: Identify Model Requirements (10%), Validate and Secure Data (20%), and Design Data Models (30%). The complete outline — every domain, every weight — is in the syllabus section above; let it decide where your study hours go.
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The QSDA2021 exam — formally the Qlik Sense Data Architect Certification Exam - February 2021 Release — is how Qlik certifies that you can apply its technologies in professional scenarios; passing earns you the Qlik Sense Data Architect certification, positioned at the Professional level. In an anxious, competitive job market, a vendor-issued credential is one of the few signals employers trust at a glance. It also connects naturally to Qlik Sense Business Analyst, Qlik Sense System Administrator as a follow-on step.
The QSDA2021 exam packs 50 questions into 120 minutes. That ratio makes pacing a testable skill in itself: linger too long on one item and easier points expire unanswered. Build the habit before it matters — run timed, full-length mocks in the TorrentExam desktop or online test engine, practice flagging and returning, and make time pressure feel ordinary.
Yes — and deciding after the trial is exactly how we prefer it. TorrentExam publishes a free PDF demo of the QSDA2021 materials so you can judge the question quality and verified answers firsthand. A full purchase then includes 365 days of free updates, and if the product expires, the update service renews at a 50% discount from your member zone.
The passing mark is 70%, and official registration runs $250 USD. Keep one fact in view: that fee covers a single attempt, and a retake is billed at full price again. Protect the investment by rehearsing first — cycle through 50 practice questions at TorrentExam in timed mode until your scores clear the bar with room to spare.
Yes — for the Qlik Sense Data Architect Certification Exam - February 2021 Release, Qlik lists these training resources:
Training explains the concepts; repetition under exam conditions makes them reliable. Add 50 practice questions from TorrentExam to whichever course you choose, and your preparation covers both sides of the test.
Recommended: Hands-on experience building Qlik Sense applications and data models; no mandatory prerequisite exam
Vendor rules do get revised, so before you lock in an exam date, verify the latest requirements on the official Qlik exam page.
Qlik Sense Data Architect Certification Exam - February 2021 Release Sample Questions:
Refer to the exhibit.
A data architect is working on a Qlik Sense app the business has created to analyze the company orders and shipments. To understand the table structure, the business has given the following summary:
* Every order creates a unique orderlD and an order date in the Orders table
* An order can contain one or more order lines one for each product ID in the order details table
* Products in the order are shipped (shipment date) as soon as tliey are ready and can be shipped separately
* The dates need to be analyzed separately by Year Month, and Quarter
The data architect realizes the data model has issues that must be fixed.
Which steps should the data architect perform?
- A. 1. Create a key with OrderlD and ProductID in the OrderDetails tab e and in the Orders table
2. Delete the ShipmentID in the Shipments table
3. Delete the ProductID and OrderlD in the OrderDetails
4. Left join Orders and OrderDetails
5. Use Derive statement with the MasterCalendar table and apply the derive fields to OrderDate and ShipmentDate - B. 1. Create a key with OrderlD and ProductID in the OrderDetails table and in the Orders table
2. Delete the ShipmentID in the Shipments table
3. Delete the ProductID and OrderlD in the OrderDetails table
4. Concatenate Orders and OrderDetails
5. Create a link table using the MasterCalendar table and create a concatenated field between OrderDate and ShipmentDate - C. 1. Create a key with OrderlD and ProductID in the OrderDeta Is table and in the Shipments table
2. Delete the ShipmentID in the Orders table
3. Delete the ProductID and OrderlD in the Shipmi
4. Left join Orders and OrderDetails
5. Use Derive statement with the MasterCalendar table and apply the derive fields to OrderDate and ShipmentDate - D. 1. Create a key with OrderlD and ProductID in the OrderDetails table and in the Shipments table
2. Delete the ShipmentID in the Orders table
3 Delete the ProductID and OrderlD in the Shipments table
4. Concatenate Orders and OrderDetails
Correct Answer: D 🗳️
A data architect needs to load Table_A from an Excel file and sort the data by Field_2.
Which script should the data architect use?
A)
B)
C)
D)
- A. Option A
- B. Option D
- C. Option C
- D. Option B
Correct Answer: B 🗳️
Refer to the exhibit.
On executing a load script of an app, the country field needs to be normalized. The developer uses a mapping table to address the issue.
What should the data architect do?
- A. Create two different mapping tables
- B. Use a LEFT JOIN instead of the APPLYMAP
- C. Review the values of the source mapping table
- D. Use LOAD DISTINCT on the mapping table
Correct Answer: C 🗳️
A data architect wants to combine data on present and historic sales performance. The historic data is stored in a de-normalized archive, and the present data is maintained in a database. The output must be contained in a single table.
Which script should the data architect use?
A)
B)
C)
D)
- A. Option A
- B. Option D
- C. Option C
- D. Option B
Correct Answer: C 🗳️
A data architect needs to write the expression for a measure on a KPI to show the sales person with the highest sales The sort order of the values of the fields is unknown When two or more sales people have sold the same amount, the expression should return all of those sales people Which expression should the data architect use?
- A. FirstSortedValue (DISTINCT Salesperson, -Aggr (Sum(Sales) , Salesperson) )
- B. Concat (DISTINCT IF (Aggr (Rank (Sum (Sales) , 1) , Salesperson) =1, Salesperson) , ' ')
- C. FirstSortedValue (Salesperson, -Aggr (Sum(Sales) , Salesperson) )
- D. Concat(DISTINCT IF (Aggr (Rank (Sum (Sales) , 4) , Salesperson) =1, Salesperson) , ' ')
Correct Answer: B 🗳️
Jay 
Jerome 
Gloria 
Channing 
Ann 
Rosemary 
Zachary 
Olivia 
Ted 
Gloria 
Gwendolyn 
Susanna 
