The tasks · PhysicistsSOC 19-2012.00
Data analysis and mathematical calculationsWhat can do this →
88% · agent
Scientific report and presentation preparationWhat can do this →
85% · agent
Research proposal and grant writingWhat can do this →
82% · agent
Theory and model developmentWhat can do this →
75% · agent
Teaching physics to studentsWhat can do this →
35% · you keep
Laboratory equipment operationWhat can do this →
15% · you keep
The team4 agents · 4 need no setup
Data Analysis Agent
Python · The MathWorks MATLAB · Microsoft Excel
● No integration needed
Scientific Writing Agent
Microsoft Word · Microsoft PowerPoint · Docs
● No integration needed
Grant Proposal Agent
Microsoft Word · Web · Search
● No integration needed
Theory Development Agent
Python · The MathWorks MATLAB · COMSOL Multiphysics
● No integration needed
You keep this
Approve final research conclusions and theoretical interpretationsOwn accountability for experimental design and safety protocolsLead in-person collaboration with research teamsMake final decisions on research direction and resource allocation
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 what actually addresses it. Each one has a page of its own showing every occupation that does it.
