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%
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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
Wondering if you’d make the cut?
These are the field’s numbers — the more useful question is where you stand relative to them, and why no cutoff exists.
Am I smart enough to be a Data Scientist?Related Professions
Explore other careers with similar cognitive profiles and IQ requirements.
Data Scientist is one of 147 professions ranked by the reasoning a job actually demands — O*NET ability ratings joined to BLS median wages, sortable by either.
How Our IQ Test Maps to This Career
Our comprehensive IQ assessment measures five cognitive domains, including the ones that most 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
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