STEM Moderate Burnout Risk

Data Scientist IQ

Average Intelligence & Cognitive Requirements for Data Scientists

Updated: January 2025
Research-based estimates

Quick Answer

The average IQ of a data scientist is 115+, classified as High Average (Top 25%). This means roughly 1 in 4 of the population has the cognitive ability typically needed for this career.

115+
Minimum IQ
Top 25%
Percentile
Medium
Cognitive Load
$164,000
Avg Salary
1 in 4
Rarity

Cognitive Demands

Data Scientists require specific cognitive abilities to succeed. Here's how this career ranks on key mental demands:

Logical Reasoning2/10
Analytical problem-solving
Creativity6/10
Novel solution generation
Structure9/10
Organization & planning
Social Intelligence7/10
Interpersonal skills
Stress Tolerance4/10
Pressure handling

Famous People with Similar IQ

These historical figures had IQs similar to the typical data scientist (around 115):

Educational Pathways

Common majors that lead to becoming a data scientist:

Careers with Similar IQ Requirements

Other STEM Careers by IQ

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Could You Be a Data Scientist?

Find out if you have the IQ for this career. Take our scientifically-validated IQ test.

Career Profile

  • Minimum IQ115
  • ClassificationHigh Average
  • IndustrySTEM
  • Avg Salary$164,000
  • Cognitive LoadMedium
  • Burnout RiskModerate

Data Scientist IQ: Frequently Asked Questions

What is the average IQ of a data scientist?+

The average data scientist has an IQ of approximately 115 or higher, placing them in the high average range (Top 25%). This represents about 1 in 4 of the general population.

What IQ do you need to become a data scientist?+

To succeed as a data scientist, you typically need an IQ of 115 or above. This job has medium cognitive load with demands in logic (2/10), creativity (6/10), and structure (9/10).

Is data scientist a high IQ job?+

Data Scientist requires high average intelligence (IQ 115+), which is above average compared to other professions.

What cognitive skills does a data scientist need?+

Data Scientists need strong skills in: logical reasoning (2/10), creativity (6/10), structure/organization (9/10), social intelligence (7/10), and stress tolerance (4/10).

Is being a data scientist stressful?+

Data Scientist has a moderate burnout risk with stress demands rated 4/10. The cognitive load is medium, which is manageable for most people.

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