IQ Career Lab
STEM

IQ Required for Data Scientist

Data Scientist professionals typically score between 111 and 131 on standardized IQ tests, with an average of 121 (Superior).

Average IQ

121

Superior

IQ Range

111–131

Typical range

Median Salary

$108,020

Per year

Growth Outlook

36%

Fast Growing

Cognitive Domain Emphasis

Different professions demand different cognitive strengths. Here is how the cognitive demands break down for Data Scientist professionals.

Logical Reasoning30%
Mathematical Ability30%
Pattern Recognition25%
Verbal Comprehension15%

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

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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.

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Frequently Asked Questions

What is the average IQ of a Data Scientist?
The average IQ for Data Scientist professionals is 121, which falls in the "Superior" range. Individual scores typically range from 111 to 131, reflecting the diversity of cognitive profiles within the field.
What cognitive skills are most important for Data Scientist?
Logical Reasoning is the most emphasized cognitive domain for Data Scientist professionals, accounting for 30% of the cognitive profile. This is followed by the other domains in varying proportions that reflect the unique intellectual demands of the role.
How much does a Data Scientist earn?
The median salary for Data Scientist professionals is $108,020 per year. Entry-level positions (10th percentile) earn around $57,200, while experienced professionals (90th percentile) can earn up to $174,000.
What is the job outlook for Data Scientist?
The job outlook for Data Scientist is fast-growing with a projected growth rate of 36%. This is significantly above the national average, indicating strong demand for professionals in this field.
Do I need a high IQ to become a Data Scientist?
No. While the average IQ for Data Scientist professionals is 121, IQ is only one factor in career success. Motivation, education, relevant skills, and work experience matter significantly. Many successful Data Scientist professionals have IQ scores across the full 111–131 range and beyond. Use these figures as context for cognitive demands, not as a prerequisite.

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See how your IQ compares to Data Scientist professionals

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