Google Cloud Data Analytics Certification Test
Tests applied data analytics skills on Google Cloud — ingesting and processing data with Pub/Sub, Dataflow, Datastream and Dataproc, analysing it in BigQuery with SQL, partitioning and BI Engine, visualising it in Looker and Looker Studio, and governing it with Dataplex, IAM and policy tags. Pass to earn Data Analytics on Google Cloud SOA-GCDA.
- Intermediate difficulty.Assumes hands-on experience in the role.
- 20 scenario questions
- 20 minutes, timed
- 70% to pass · 90% for distinction
- Free no sign-up needed
- LinkedIn-ready · add it to your profile in one clickSee how ↓
What is the Google Cloud Data Analytics Certification Test?
The Google Cloud Data Analytics Certification Test is a free intermediate-level, 20-minute skill test from Science of Apps. It tests applied data analytics skills on Google Cloud — ingesting and processing data with Pub/Sub, Dataflow, Datastream and Dataproc, analysing it in BigQuery with SQL, partitioning and BI Engine, visualising it in Looker and Looker Studio, and governing it with Dataplex, IAM and policy tags. Score 70% or more on its 20 questions to earn a verifiable Data Analytics on Google Cloud certificate (SOA-GCDA). Every question is based on published standards and research — including BigQuery documentation (Google Cloud), Looker Studio help (Google), Dataplex Universal Catalog overview (Google Cloud) — and each answer is explained with its source.
Built for your job title
Data analyst, Data engineer, Analytics engineer, BI developer and Google Cloud data specialist — and anyone who wants quick, verifiable proof of Google Cloud Data Analytics skills for a CV or LinkedIn.
- Data analyst
- Data engineer
- Analytics engineer
- BI developer
- Google Cloud data specialist
What the test covers
Four skill areas with 5 questions each, drawn from a bank of 10 per area, so a retake brings questions you haven't seen.
- 01
Ingestion and Processing
25%- Streaming
- Batch and CDC
- Orchestration
- 02
BigQuery Analysis
25%- Query performance
- SQL
- Cost control
- 03
Visualisation and BI
25%- Looker
- Looker Studio
- Storytelling
- 04
Governance and Security
25%- Catalogue and quality
- Access
- Privacy
Independent skills test. Science of Apps is not affiliated with, endorsed by or sponsored by Google LLC. Product and exam names are trademarks of their owners. Passing earns a Science of Apps certificate, not a certification issued by Google LLC.
Based on published standards
The questions are original scenarios, and each one names the public standard, official guide or research it draws on — shown under the question while you answer, and linked in your review. These are the sources behind this test:
- BigQuery documentationGoogle Cloud17 questions
- Looker Studio helpGoogle3 questions
- Dataplex Universal Catalog overviewGoogle Cloud3 questions
- Pub/Sub overviewGoogle Cloud2 questions
- Looker documentationGoogle Cloud2 questions
- Visual VocabularyFinancial Times2 questions
- Google Data Analytics Professional CertificateGoogle / Coursera2 questions
- Column-level access control with policy tagsGoogle Cloud2 questions
- Datastream overviewGoogle Cloud1 question
- Dataflow overviewGoogle Cloud1 question
- Dataproc overviewGoogle Cloud1 question
- Cloud Composer overviewGoogle Cloud1 question
- Overview of accessibility in Power BIMicrosoft Learn1 question
- IAM overviewGoogle Cloud1 question
- Google Cloud Observability documentationGoogle Cloud1 question
Try a sample question
An analyst's BigQuery query scans 2 TB daily but only needs the last 7 days of a dated events table. The best fix is to
- export the table to CSV every night
- add LIMIT 100 to the end of the query
- partition the table by date and filter on it
- copy the table into Cloud SQL first
Show the answer
C. partition the table by date and filter on it — LIMIT doesn't reduce bytes scanned. The real test has 20 questions like this.
How the test works
20 minutes, 20 questions
One question per screen, with a progress bar and a countdown. Your progress is saved on this device if you need to pause.
Graded on our server
Answers reach the page only after you submit, so the certificate can only be earned by passing.
Every answer explained
Pass or not, you see every question with the right answer, why, and the source behind it. Pass mark 70%, distinction 90%.
Your certificate
Founder-signed, with a QR code and credential ID. Download PDF or PNG, add to LinkedIn, and it's emailed to you.
What you earn

Pass, then add it to LinkedIn in one click
No typing. The Add to LinkedIn button opens your profile’s Licenses & certifications form already filled in: the certificate name, Science of Apps as the issuer, the issue date, your credential ID and a link recruiters can use to verify it.
- 1Take the 20-minute test
- 2Score 70% or more
- 3Click Add to LinkedIn

Data Analytics on Google Cloud
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Frequently asked questions
What is the Google Cloud Data Analytics Certification Test?
The Google Cloud Data Analytics Certification Test is a free intermediate-level, 20-minute skill test from Science of Apps. It tests applied data analytics skills on Google Cloud — ingesting and processing data with Pub/Sub, Dataflow, Datastream and Dataproc, analysing it in BigQuery with SQL, partitioning and BI Engine, visualising it in Looker and Looker Studio, and governing it with Dataplex, IAM and policy tags. Score 70% or more on its 20 questions to earn a verifiable Data Analytics on Google Cloud certificate (SOA-GCDA). Every question is based on published standards and research — including BigQuery documentation (Google Cloud), Looker Studio help (Google), Dataplex Universal Catalog overview (Google Cloud) — and each answer is explained with its source.
How do I take the Google Cloud Data Analytics Certification Test for free?
Read the four skill areas on this page, then take the 20-minute test online — no fee, course or sign-up. You see every answer explained when you finish. Score 70% or more and you get a Data Analytics on Google Cloud certificate straight away, on screen, as a PDF and by email, with a credential ID anyone can verify.
Are the Google Cloud Data Analytics Certification Test questions based on real standards?
Yes. The questions are original scenarios written by Science of Apps, and each one is based on a public source you can read: BigQuery documentation (Google Cloud); Looker Studio help (Google); Dataplex Universal Catalog overview (Google Cloud); Pub/Sub overview (Google Cloud); Looker documentation (Google Cloud); Visual Vocabulary (Financial Times). The source is shown under each question and linked in the answer review. Science of Apps doesn't copy questions from other tests.
What does the Google Cloud Data Analytics Certification Test cover?
Four skill areas with five questions each, drawn from a bank of 10 per area so a retake brings new questions: Ingestion and Processing (Streaming, Batch and CDC and Orchestration); BigQuery Analysis (Query performance, SQL and Cost control); Visualisation and BI (Looker, Looker Studio and Storytelling); Governance and Security (Catalogue and quality, Access and Privacy). Every question is an original scenario based on a published standard, official documentation or research, named under the question.
Who should take the Google Cloud Data Analytics Certification Test?
Data analyst, Data engineer, Analytics engineer, BI developer and Google Cloud data specialist. It suits anyone who wants a quick, verifiable way to show Google Cloud Data Analytics skills, from students and career switchers to experienced professionals.
Can I use this for data analytics on google cloud exam, gcp data analytics practice test or bigquery certification practice?
Yes. The Google Cloud Data Analytics Certification Test is free and covers all of these: 20 scenario questions in 20 minutes, each answer explained with the source it comes from, so it works as interview and exam practice. It isn't a full course, so use the areas you miss as your study list. Scoring 70% or more earns a verifiable certificate.
Can I take the Google Cloud Data Analytics Certification Test from any country?
Yes. The test is online, in English and free everywhere — people take it from India, the US, the UK, Europe, Africa, Latin America and Asia-Pacific. Your certificate is dated with your own local date and can be verified from anywhere at scienceofapps.com/certification/verify/.
How long is the Google Cloud Data Analytics Certification Test?
20 questions — 5 from each of 4 skill areas — with a 20-minute limit. You need 70% (14 of 20) to pass and 90% for distinction.
How hard is the Google Cloud Data Analytics Certification Test?
We rate it Intermediate: assumes hands-on experience in the role. It has 20 scenario questions — 5 from each of 4 skill areas — and a 20-minute limit. You need 70% (14 of 20) to pass and 90% for distinction.
How much do Science of Apps certifications cost?
Nothing. There is no fee to take a test, to receive the certificate, to have it emailed or to verify it, and no sign-up.
How are the tests graded?
On our server, not in your browser. The answers never reach the page until you submit, so a certificate can only be earned by passing. Each certificate gets a unique credential ID stored by Science of Apps.
What happens if I don't pass?
You see your score for each area and every question with the correct answer and why, with the published source behind it. You can retake after 30 minutes, and the retake draws questions you haven't seen yet.
Do the certificates expire?
No. Every certificate is dated, so it always shows when you passed. Retake a test any time for a newer date or a higher score.
Can I add the certificate to LinkedIn?
Yes. After you pass, Add to LinkedIn opens the Licenses & certifications form with the certificate name, Science of Apps as the issuer, the issue date, your credential ID and the verification link filled in. You can also download it as a PDF or PNG, and it's emailed to you as a PDF.
How can an employer verify my certificate?
Every certificate has a credential ID and a QR code. Scanning it, or entering the ID at scienceofapps.com/certification/verify/, shows the holder's name, the certification, the score and the issue date from our records.
Are these accredited qualifications?
No. They are Science of Apps' own assessments of applied skill. They aren't issued by a university or standards body, and they work best alongside a portfolio that shows the skills in real work.
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