The tasks · MathematiciansSOC 15-2021.00
Develop mathematical models and computational methodsWhat can do this →
88% · agentMostly automatable
Perform computations and numerical analysisWhat can do this →
85% · agentMostly automatable
Analyze data and identify trends/relationshipsWhat can do this →
82% · agentMostly automatable
Prepare research reports and papersWhat can do this →
80% · agentMostly automatable
Update knowledge via literature and conferencesWhat can do this →
75% · agentMostly automatable
Mentor others on mathematical techniquesWhat can do this →
42% · you keepPartly automatable
The team5 agents · 5 need no setup
Mathematical modeling agent
Python · The MathWorks MATLAB · R
● No integration needed
Computational analysis agent
Python · The MathWorks MATLAB · Microsoft Excel
● No integration needed
Data analysis agent
R · SAS · Tableau
● No integration needed
Research writing agent
Microsoft Word · Docs · Search
● No integration needed
Literature review agent
Search · Web · Docs
● No integration needed
You keep this
Approve final mathematical proofs and theoretical contributions for publicationOwn decisions on research direction and problem selectionProvide in-person mentorship and guidance to junior mathematiciansMaintain accountability for correctness of applied mathematical solutions
Automatability scores estimate how much of a task an agent can reliably do today, grounded in O*NET task data. They are not predictions of job loss.
Start with these three
The most automatable work in this job, and the one tool we would use for each. Every task has a page of its own with the reasoning and every occupation that does it.
