Will AI replace Mathematicians?
AI can do 100% of the work Mathematicians do at least twice as fast. People already use it for 4 of their 11 tasks, while 7 more are ready but barely used so far.
AI is already doing this4 · 36% of time
People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.
- Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.Mostly automated13% of time
- Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.Mostly automated12% of time
- Conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.Mostly automated7% of time
- Develop new principles and new relationships between existing mathematical principles to advance mathematical science.Mostly automated4% of time
AI could do this next7 · 64% of time
AI can speed these up by at least half, but real use has not caught up yet. These are next in line.
- Apply mathematical theories and techniques to the solution of practical problems in business, engineering, the sciences, or other fields.18% of time
- Disseminate research by writing reports, publishing papers, or presenting at professional conferences.12% of time
- Perform computations and apply methods of numerical analysis to data.11% of time
- Develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.8% of time
- Maintain knowledge in the field by reading professional journals, talking with other mathematicians, and attending professional conferences.7% of time
- Assemble sets of assumptions, and explore the consequences of each set.5% of time
- Design, analyze, and decipher encryption systems designed to transmit military, political, financial, or law-enforcement-related information in code.4% of time
Still needs a person0 · 0% of time
No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.
- Every task in this job is touched by AI or robots in some way.
Your week is not the average
Describe what you actually do and get a personal report: your own tasks, what AI can already do, what stays yours and a 90 day plan.
What this means
AI can already do almost all of this work at least twice as fast. People in this job already use it heavily. Expect the role to shift toward deciding what to do, checking AI's work and owning the result.
What to do next
- Do the 4 tasks AI is already handling with AI yourself. Your peers already are, and it is quickly becoming the baseline.
- Get ahead on the 7 tasks AI could do next. These move as tools improve, so learning them early pays off.
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