Short on study time before your QSDA2022 exam? The 78 practice questions from Actual4Exams focus on the objectives that matter most in the Qlik Sense Data Architect Certification Exam - 2022 test, so every review session counts. Download the PDF and turn spare minutes into real progress.
Qlik QSDA2022 Exam Overview:
| Certification Vendor: | Qlik |
|---|---|
| Exam Name: | Qlik Sense Data Architect Certification Exam - 2022 |
| Exam Number: | QSDA2022 |
| Related Certifications: | Qlik Sense Business Analyst Certification Exam - 2022 Qlik Sense System Administrator Certification Exam |
| Real Exam Qty: | Approximately 50 |
| Exam Format: | Multiple choice (scenario-based) |
| Certificate Validity Period: | Typically 2 years |
| Passing Score: | 62% |
| Exam Price: | Varies by region and delivery provider (official fee not publicly specified) |
| Available Languages: | English |
| Exam Duration: | 120 minutes |
| Sample Questions: | ![]() |
| Exam Way: | Delivered through Qlik Learning / Pearson VUE as an online/onsite proctored exam platform |
| Pre Condition: | Practical experience with Qlik Sense data modeling and load scripting recommended |
| Official Syllabus URL: | https://www.qlik.com/us/services/training/certifications-and-qualifications/saas-endorsement-registration |
Qlik QSDA2022 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Validation | 6% | - Validate and test data - Validate and test scripts |
| Topic 2: Data Transformations | 38% | - Script organization and cleansing - Handle null and blank data for filtering - Build data content based on requirements - Date handling techniques - Incremental loading for extract layer - Document load scripts properly |
| Topic 3: Data Model Design | 28% | - Efficient implementation of data structures - Determine measures and attributes from sources - Select appropriate data model types - Optimize data model for Qlik Sense |
| Topic 4: Data Connectivity | 8% | - Choose appropriate connection methods - Determine data sources and connectors needed |
| Topic 5: Identify Requirements | 20% | - Determine appropriate level of security - Identify dimensionality and slowly changing dimension support - Identify stakeholders in scenarios - Determine metrics, granularity and aggregation - Determine primary requirements with business users |
Qlik Sense Data Architect Certification Exam - 2022 (QSDA2022) — Questions Candidates Actually Ask
The QSDA2022 exam, officially known as Qlik Sense Data Architect Certification Exam - 2022, is the Qlik test that leads to the Qlik Sense Data Architect certification at the Advanced / Professional level. Passing it validates the skills employers expect from a certified professional. It is also associated with related credentials such as Qlik Sense Business Analyst Certification Exam - 2022, Qlik Sense System Administrator Certification Exam.
The QSDA2022 exam contains Approximately 50 questions, and you have 120 minutes to complete them. Work out your per-question pace before test day, and flag slow items instead of stalling on them — time pressure, not knowledge, sinks many first attempts. Timed mock exams in the Actual4Exams test engines are the most reliable way to build that rhythm.
The passing score for the QSDA2022 exam is 62%, and the official registration fee is Varies by region and delivery provider (official fee not publicly specified). If you miss the mark, a retake means paying the full fee again, so book your seat only when you are ready. A practical benchmark: score consistently above the passing line on timed practice tests before scheduling the real exam.
Practical experience with Qlik Sense data modeling and load scripting recommended
Entry requirements can change, so confirm the latest conditions on the official exam page: https://www.qlik.com/us/services/training/certifications-and-qualifications/saas-endorsement-registration.
Yes. A free PDF demo of the Qlik Sense Data Architect Certification Exam - 2022 questions is available, so you can check the question style and answer quality before you pay. Every purchase also includes 365 days of free updates, and if the product expires you can renew the update service at a 50% discount from your member zone.
If you take the corresponding QSDA2022 exam within 60 days of purchase and do not pass, you can apply for a full refund under the 100% Money Back Guarantee: submit a scan of your enrollment slip and your official Score Report (PDF) within 2 days of the exam date, and the claim is processed within 7 days. Attempts made within 3 days of purchase, downloads without an actual exam attempt, free materials, and expired orders are not eligible, and the candidate name must match the payer name. Prefer new material instead of a refund? You can exchange your purchase for two free products of equal value and keep the update service on your original product. As for delivery, the files are available for instant download and are also emailed to you within one minute of payment — if nothing arrives within 2 hours, contact customer service. There is no limit on how many computers you can install the product on.
The official Qlik Sense Data Architect Certification Exam - 2022 outline is organized into 5 domains. The first three are:
- Validation — 6% of the exam
- Data Transformations — 38% of the exam
- Data Connectivity — 8% of the exam
See the complete exam topics section above for the full outline and the weighting of every domain.
Qlik Sense Data Architect Certification Exam - 2022 Sample Questions:
Question 1
A data architect needs to upload data from ten different sources, but only if there are any changes after the last reload When data is updated, a new file is placed into a folder mapped to E A439926003 The data connection points to this folder.
The data architect plans a script which will:
1. Verify that the file exists
2. If the file exists, upload it Otherwise, skip to the next piece of code The script will repeat this subroutine for each source. When the script ends, all uploaded files will be removed with a batch procedure.
Which option should the data architectuse to meet these requirements?
A. FileExists, FOR EACH, IF
B. FilePath, FOR EACH, Peek, Drop
C. FilePath, IF, THEN. Drop
D. FileSize, IF, THEN, END IF
Question 2

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. Review the values of the source mapping table
B. Use a LEFT JOIN instead of the APPLYMAP
C. Create two different mapping tables
D. Use LOAD DISTINCT on the mapping table
Question 3
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. Use the Rename function and a mapping load
C. Use the Alias function and a mapping load
D. Create master items using business-friendly names
Question 4
A data architect is using an Include statement to load the collection of variables from a TextFiles folder connection into an app. The data architect needs to load the data and generate an error if it fails.
Which statement should the data architect use?
A. (Must_Include=lib://TextFiies/Variables.txt);
B. (Includs=lib://TextFiles/Variables.txt);
C. $<Include=lib://TextFiles/Variables.txt);
D. $(Must_Include=lib://TextFiles/Variables.txt);
Question 5
A company needs to analyze sales data based on the exchange rate of the different countries every day About
30 reports must be produced with an average of 20r000 rows each. This process is estimated to take about three hours.
Reports will be in Excel and distributed to business users according to defined security rules Which two products should the data architect use to build this solution? (Select two.)
A. QIik NPrinting
B. OQIikGeoAnalytics
C. ODAG
D. Qlik Storytelling
E. QIikDataMarket
Solutions:
| Question 1 Answer: D | Question 2 Answer: A | Question 3 Answer: B | Question 4 Answer: D | Question 5 Answer: A,C |
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