IQ Required for Data Scientist
Data Scientist professionals typically score between 111 and 131 on standardized IQ tests, with an average of 121 (Superior).
121
Superior
111–131
Typical range
$108,020
Per year
36%
Fast GrowingSee how your own mind maps to Data Scientist.
Data Scientist professionals tend to score highest in logical reasoning. The free IQ test takes about 25 minutes and shows your own five-domain profile, so you can see where your strengths actually line up.
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Cognitive Domain Emphasis
Different professions demand different cognitive strengths. Here is how the cognitive demands break down for Data Scientist professionals.
About Data Scientist
Data scientists extract insights from large datasets using statistics, machine learning, and programming. The role demands a versatile cognitive profile blending mathematical reasoning, pattern recognition, and the communication skills to drive business decisions.
The cognitive profile for this role emphasizes logical reasoning (30% of the cognitive demand) and mathematical ability (30%). With an average IQ of 121, Data Scientist professionals fall in the superior range of cognitive ability, reflecting the intellectual demands of the role. See what this score means with our IQ Percentile Calculator.
Salary Breakdown
Compensation for Data Scientist professionals varies significantly with experience, location, and specialization.
Entry Level (10th %ile)
$57,200
Median Salary
$108,020
Experienced (90th %ile)
$174,000
Related Professions
Explore other careers with similar cognitive profiles and IQ requirements.
How Our IQ Test Maps to This Career
Our comprehensive IQ assessment measures the same four cognitive domains that define success in Data Scientist roles: Logical Reasoning (30%), Mathematical Ability (30%), Pattern Recognition (25%), Verbal Comprehension (15%).
By taking our assessment, you will receive domain-specific scores that reveal how your cognitive strengths align with the demands of this profession. Whether you are considering a career as a Data Scientist or looking to understand your aptitude for the field, your results provide actionable insight into your fit.
Frequently Asked Questions
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Career Resources
Explore our career advice articles for more insights on using your cognitive strengths in the job market.
See how your own mind maps to Data Scientist.
Data Scientist professionals tend to score highest in logical reasoning. Take the free IQ test to see your own five-domain profile, then match it to careers that fit how you think.