Data Literacy Certification
Tests the everyday ability to read, question and communicate with data — chart reading, averages and percentages, data sources, bias and drawing sound conclusions. Pass to earn Data Literacy SOA-DLIT.
- Beginner difficulty.No experience needed: fundamentals and clear reasoning.
- 10 scenario questions
- 10 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 Data Literacy Certification?
The Data Literacy Certification is a free 10-minute skill test from Science of Apps. It tests the everyday ability to read, question and communicate with data — chart reading, averages and percentages, data sources, bias and drawing sound conclusions. Score 70% or more on its 10 questions to earn a verifiable Data Literacy certificate (SOA-DLIT). Every question is based on published standards and research — including e-Handbook of Statistical Methods (NIST), Storytelling with Data (Cole Nussbaumer Knaflic), DAMA Data Management Body of Knowledge (DAMA International) — and each answer is explained with its source.
Built for your job title
Business professional, Manager, Student, Marketer and Operations specialist — and anyone who wants quick, verifiable proof of Data Literacy skills for a CV or LinkedIn.
- Business professional
- Manager
- Student
- Marketer
- Operations specialist
Land the job, not just the certificate
Career guide · 9 min readData literacy skills for every job in 2027: what employers mean, how they test it and how to build it fast
Data literacy skills for any job in 2027: reading charts and percentages, questioning sources, bias and causation, how employers test it, and a four-week plan.
Read the hiring playbook →What the test covers
Two skill areas with 5 questions each, drawn from a bank of 10 per area, so a retake brings questions you haven't seen.
- 01
Reading data
50%- Charts and tables
- Averages and percentages
- Data sources
- 02
Reasoning with data
50%- Bias and sampling
- Correlation vs causation
- Communicating findings
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:
- e-Handbook of Statistical MethodsNIST7 questions
- Storytelling with DataCole Nussbaumer Knaflic4 questions
- DAMA Data Management Body of KnowledgeDAMA International4 questions
- Writing survey questionsPew Research Center1 question
- Trustworthy Online Controlled ExperimentsKohavi, Tang & Xu1 question
- Survivorship biasWikipedia1 question
- Levels of EvidenceOxford Centre for Evidence-Based Medicine1 question
- Understanding Contrast (Minimum)W3C WAI1 question
Try a sample question
What does a pie chart show best?
- Trends over time
- Comparing 20 categories
- Correlation
- Parts of a whole at one point in time, with few categories
Show the answer
D. Parts of a whole at one point in time, with few categories — Pie charts work for a few parts of one whole. The real test has 10 questions like this.
How the test works
10 minutes, 10 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 10-minute test
- 2Score 70% or more
- 3Click Add to LinkedIn

Data Literacy
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Frequently asked questions
What is the Data Literacy Certification?
The Data Literacy Certification is a free 10-minute skill test from Science of Apps. It tests the everyday ability to read, question and communicate with data — chart reading, averages and percentages, data sources, bias and drawing sound conclusions. Score 70% or more on its 10 questions to earn a verifiable Data Literacy certificate (SOA-DLIT). Every question is based on published standards and research — including e-Handbook of Statistical Methods (NIST), Storytelling with Data (Cole Nussbaumer Knaflic), DAMA Data Management Body of Knowledge (DAMA International) — and each answer is explained with its source.
How do I take the Data Literacy Certification for free?
Read the two skill areas on this page, then take the 10-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 Literacy certificate straight away, on screen, as a PDF and by email, with a credential ID anyone can verify.
Are the Data Literacy Certification 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: e-Handbook of Statistical Methods (NIST); Storytelling with Data (Cole Nussbaumer Knaflic); DAMA Data Management Body of Knowledge (DAMA International); Writing survey questions (Pew Research Center); Trustworthy Online Controlled Experiments (Kohavi, Tang & Xu); Survivorship bias (Wikipedia). 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 Data Literacy Certification cover?
Two skill areas with five questions each, drawn from a bank of 10 per area so a retake brings new questions: Reading data (Charts and tables, Averages and percentages and Data sources); Reasoning with data (Bias and sampling, Correlation vs causation and Communicating findings). Every question is an original scenario based on a published standard, official documentation or research, named under the question.
Who should take the Data Literacy Certification?
Business professional, Manager, Student, Marketer and Operations specialist. It suits anyone who wants a quick, verifiable way to show Data Literacy skills, from students and career switchers to experienced professionals.
Can I take the Data Literacy Certification 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 Data Literacy Certification?
10 questions — 5 from each of 2 skill areas — with a 10-minute limit. You need 70% (7 of 10) to pass and 90% for distinction.
How hard is the Data Literacy Certification?
We rate it Beginner: no experience needed: fundamentals and clear reasoning. It has 10 scenario questions — 5 from each of 2 skill areas — and a 10-minute limit. You need 70% (7 of 10) to pass and 90% for distinction.
How do I prepare for a Business professional job?
Data literacy is the everyday ability to read, question and communicate with data — reading charts and tables correctly, understanding averages and percentages, checking where numbers come from, spotting bias and confusing correlation with causation, and explaining a finding clearly. In 2027 it's expected in marketing, operations, HR, sales and management roles, and tested in aptitude tests and interviews. Practise on real reports and news, and prove it with a short verified test. Our full career guide covers the hiring process, interview loop, pay and a prep plan: scienceofapps.com/blog/data-literacy-career-guide/
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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Read before you test
- Career guidesData literacy skills for every job in 2027: what employers mean, how they test it and how to build it fastData literacy skills for any job in 2027: reading charts and percentages, questioning sources, bias and causation, how employers test it, and a four-week plan.
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