IS WORK OVER?

Automation index

How much of a Physicist’s job can AI already do?

A curve fit and a first paper come earlier. Designing the experiment, and believing the datum, do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Physicist

Where the time goes

Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.

The time saving for each task is estimated separately.

TaskShareAIPoints
Simulate, fit and reduce data.
Estimate

No public source provides a precise figure. This is our estimate.

22%50%+11
Draft papers, posters and proposals.
Estimate

No public source provides a precise figure. This is our estimate.

18%42%+7.6
Design the experiment and the apparatus.
Estimate

No public source provides a precise figure. This is our estimate.

16%18%+2.9
Measure in the lab or in the field.
Estimate

No public source provides a precise figure. This is our estimate.

16%12%+1.9
Argue with the group and peer-review.
Estimate

No public source provides a precise figure. This is our estimate.

14%15%+2.1
Win machine time and funding.
Estimate

No public source provides a precise figure. This is our estimate.

14%16%+2.2
Total100%28%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • Simulate, fit and reduce data
  • Draft papers, posters and proposals
  • Design the experiment and the apparatus
  • Measure in the lab or in the field
  • Argue with the group and peer-review
  • Win machine time and funding
  • fisico
  • physicist

Sources for this job· O*NET 19-2012.00· ESCO/ISCO 2111

Language teacher

Where the time goes

Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.

The time saving for each task is estimated separately.

TaskShareAIPoints
Prepare lessons, worksheets and corrections.
Estimate

No public source provides a precise figure. This is our estimate.

16%48%+7.7
Class, conversation and group dynamics.
Estimate

No public source provides a precise figure. This is our estimate.

22%12%+2.6
Assess speaking, writing and levels.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Platform, homework and follow-up.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
Families, schools and official exams.
Estimate

No public source provides a precise figure. This is our estimate.

16%18%+2.9
Not leaving someone mute in a language.
Estimate

No public source provides a precise figure. This is our estimate.

14%14%+2
Total100%23%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • teach class
  • mark students
  • lesson plans
  • teach
  • Class, conversation and group dynamics
  • Assess speaking, writing and levels
  • Platform, homework and follow-up
  • Families, schools and official exams
  • Not leaving someone mute in a language
  • profesor de idiomas

Sources for this job· O*NET 25-3011.00· ESCO/ISCO 2353

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