Somewhat Resilient
Last Update: 11/4/2026
AI Resilience Score for Mathematicians:
36.9%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Low
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Low
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
High
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
AI Resilience Report forMathematicians
$126,710 median salary•100 annual openings•SOC Code: 15-2021.00
Mathematicians are somewhat less resilient to AI impacts than most occupations, according to our analysis of 8 sources.
Mathematicians land in the "Somewhat Resilient" category because AI is genuinely changing how the work gets done, even if it is not replacing mathematicians entirely. The routine, computational parts of the job (like checking proofs, crunching numbers, and solving well-defined problems) are being automated at a real and accelerating pace, which means the day-to-day workflow is shifting in meaningful ways.
Learn more about how you can thrive in this position
This role is somewhat resilient
Mathematicians land in the "Somewhat Resilient" category because AI is genuinely changing how the work gets done, even if it is not replacing mathematicians entirely. The routine, computational parts of the job (like checking proofs, crunching numbers, and solving well-defined problems) are being automated at a real and accelerating pace, which means the day-to-day workflow is shifting in meaningful ways.
Read full analysisAnalysis of current AI resilience
Mathematicians
Updated quarterly
How can Mathematicians prepare for AI?
Latest AI news for Mathematicians
These articles highlight how AI is transforming the mathematics field, presenting both challenges and opportunities for aspiring mathematicians. For instance, AI is tackling long-standing problems, as noted in the WBUR article, which could redefine what it means to be a mathematician. The discussion on AI's rapid progress provides insight into how future mathematicians might collaborate with AI tools, such as the Caltech platform, to enhance their work. By embracing AI, students can cultivate resilience and adaptability in their careers, ensuring they remain vital contributors to the mathematical community.
AI is steamrolling through math. Why does that matter?
www.wbur.org • 10/14/2026
AI is solving some of the toughest math problems in the world, including ones that have stumped mathematicians for decades.
The New York Times. . Artificial intelligence has gone from struggling with basic arithmetic to helping solve some of mathematics’ most famous open problems — and the field is reckoning with what that means. Steven Strogatz, a professor of mathematics at Co
www.facebook.com • 10/14/2026
Caltech and AIM Build AI Platform with Mathematicians for Mathematicians
www.caltech.edu • 10/6/2026
The new tool aims to organize, synthesize, and facilitate mathematical work without losing track of the more human aspects of the...
Mathematicians are grappling with the possibility that AI might eclipse them
www.understandingai.org • 8/4/2026
I talked to 20 mathematicians about rapid AI progress in their field.
What It Means to Be a Mathematician When AI Does the Math
spectrum.ieee.org • 6/25/2026
New mathematical AI systems can solve problems, prove theorems, and assist with research. Now mathematicians are rethinking their role in the field.
More Career Info
Career: Mathematicians
They solve problems by using math to analyze data, develop models, and find patterns that help make important decisions in fields like science, business, and technology.
Parent Careers
Alternate Titles
Computational Scientist · Cryptographer · Mathematician · Research Scientist · Agent-Based Modeler · Computational Mathematician · Cryptographic Vulnerability Analyst · Research Computing Specialist · Researcher
Employment & Wage Data
Median Wage
$126,710
Jobs (2025)
2,200
Growth (2025-35)
+0.6%
Annual Openings
100
Education
Master's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Develop new principles and new relationships between existing mathematical principles to advance mathematical science.
2
Conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.
3
Maintain knowledge in the field by reading professional journals, talking with other mathematicians, and attending professional conferences.
4
Mentor others on mathematical techniques.
5
Design, analyze, and decipher encryption systems designed to transmit military, political, financial, or law-enforcement-related information in code.
6
Apply mathematical theories and techniques to the solution of practical problems in business, engineering, the sciences, or other fields.
7
Disseminate research by writing reports, publishing papers, or presenting at professional conferences.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
