More about the TestGorilla Data Science test
Discover the science behind this test and check out the recommended tests you may find useful alongside it in an assessment.
Scroll down for the latest validity study and suggested additional tests.
Back to the Data Science test page
Available languages: English, Dutch, French, German, Spanish
Test type:
Administration time:
10 minutes
Difficulty level:
Intermediate
Number of questions:
20 questions per test, 89 in the test bank
Scoring benchmarks
Benchmarks are available for various education levels (ranging from some high school education to Master’s degree or higher), business functions (from administrative to software development), and seniority levels (junior to senior).
Psychometric properties of the Data Science test
The metrics reported below are based on a sample size (N) of at least 1,000 candidates unless indicated otherwise.
Reliability: Cronbach’s alpha coefficient = .77
Face validity: Candidates rated this test as accurately measuring their skills (average score of 3.72 out of 5.00).
Criterion-related validity: Candidates with higher scores on this test received higher average ratings from the hiring team during the selection process (r = .38, N = 118).
For an in-depth look at interpreting test results, please take a look at our Science series article: How to interpret test fact sheets (part 1): Reliability.
For an explanation of the various terms, please refer to our Science glossary.
Use these tests with the Data Science test
We believe that multi-measure testing is essential in a holistic hiring process because it examines the candidate as a whole, including technical skills, soft skills, and personality. Below are some tests we recommend using alongside the Data Science test.
Time management
Machine Learning in Amazon Web Services (AWS)
Data Analysis Using R
Critical thinking
Use TestGorilla to discover top candidates
Unlock the power of successful hiring! Streamline your hiring process, make informed decisions, and build a team that drives success. Begin your journey to a stronger team – use our Data Science test in your assessment and find your future top performers.
