Community Sentiment
Do you agree?
Do you agree with the AI automation risk score calculated for this occupation?
AI Automation Index
Will AI Replace Mathematicians?
Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Mathematicians. Run the upskilling simulator.
AI Vulnerability
17%
risk score
Median Salary
$126,710 / year
Growth Demand
Low
Constituent Task Mix
We parsed O*NET's 12 constituent tasks for this occupation and classified them by AI threat risk.
High Automation Risk (Routine Tasks) 0%
Medium Automation Risk (Cognitive/Technical) 33%
Low Automation Risk (Strategy/Leadership) 67%
How would you survive?
Automate your routine tasks and design your day around strategic advisory to future-proof this score.
Simulate Upskilling →constituent Tasks
Mentor others on mathematical techniques.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Maintain knowledge in the field by reading professional journals, talking with other mathematicians, and attending professional conferences.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Develop new principles and new relationships between existing mathematical principles to advance mathematical science.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Disseminate research by writing reports, publishing papers, or presenting at professional conferences.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Assemble sets of assumptions, and explore the consequences of each set.
Semi-structured task combining routine and non-routine responsibilities.
Perform computations and apply methods of numerical analysis to data.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.
Semi-structured task combining routine and non-routine responsibilities.
Conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.
Semi-structured task combining routine and non-routine responsibilities.
Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Apply mathematical theories and techniques to the solution of practical problems in business, engineering, the sciences, or other fields.
Semi-structured task combining routine and non-routine responsibilities.
Develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Design, analyze, and decipher encryption systems designed to transmit military, political, financial, or law-enforcement-related information in code.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Embed this calculator on your site ↓
Bloggers & authors: Embed this interactive calculator directly in your articles or comparison guides. It loads dynamically via a responsive iframe (auto-resizing to prevent double scrollbars) and provides a direct, high-value tool for your audience.
<div class="giniloh-calculator-embed" data-calculator="mathematicians"></div>
<script src="https://giniloh.com/embed.js" async></script> O*NET Methodology
O*NET Data Source
This page dynamically extracts data structures sponsored by the U.S. Department of Labor. Our AI classification applies cognitive task automation risk models to individual tasks.
Related Article
Best AI Proof Jobs in a Changing Market
Worried robots are coming for your paycheck? You’re not alone—but the real story is far more hopeful. This guide cuts through the scare headlines to reveal exactly where smart, sustainable career opportunities exist right now. We’ve curated a list of true ai proof jobs—roles in healthcare, skilled trades, and cybersecurity that not only survive automation but thrive because of human judgment and empathy. You’ll get specific, money-making data on projected growth (the BLS says wind turbine technicians, for instance, will grow 44% by 2032), real salary ranges from active job listings, and a simple self-assessment quiz to identify your own most resilient path. Plus, we name companies hiring today and the niche job boards they use. Stop worrying and start planning—your secure career is closer than you think.
Read Article ->