IS WORK OVER?

Automation index

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

A symbolic calc and a bibliography come earlier. Seeing the pattern, and writing a proof that convinces, do not.

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

Task comparison

Mathematician

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
Symbolic calc, examples and paper search.
Estimate

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

22%52%+11.4
Draft proofs and exposés.
Estimate

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

18%40%+7.2
Find the argument and the counter-example.
Estimate

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

18%15%+2.7
Lecture, teach and argue in seminar.
Estimate

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

16%12%+1.9
Peer-review and polish the writing.
Estimate

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

14%18%+2.5
Choose the problem that is worth years.
Estimate

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

12%16%+1.9
Total100%28%

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

Skills and activities

  • Symbolic calc, examples and paper search
  • Draft proofs and exposés
  • Find the argument and the counter-example
  • Lecture, teach and argue in seminar
  • Peer-review and polish the writing
  • Choose the problem that is worth years
  • matematic
  • mathematician

Sources for this job· O*NET 15-2021.00· ESCO/ISCO 2120

Copywriter

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
Vary language and tone of messages based on product and medium.
Estimate

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

21%28%+5.9
Develop advertising campaigns for a wide range of clients, working with an advertising agency's creative director and art director to determine the best way to present advertising information.
Estimate

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

19%22%+4.2
Discuss with the client the product, advertising themes and methods, and any changes that should be made in advertising copy.
Estimate

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

15%28%+4.2
Present drafts and ideas to clients.
Estimate

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

14%22%+3.1
Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.
Estimate

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

14%28%+3.9
Review advertising trends, consumer surveys, and other data regarding marketing of goods and services to determine the best way to promote products.
Estimate

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

8%28%+2.2
Invent names for products and write the slogans that appear on packaging, brochures and other promotional material.
Estimate

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

7%28%+2
Conduct research and interviews to determine which of a product's selling features should be promoted.
Estimate

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

2%48%+1
Total100%27%

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

Skills and activities

  • musical genres
  • musical notation
  • music literature
  • musical theory
  • copyright legislation
  • study music
  • write songs
  • match lyrics to mood of melody
  • write to a deadline
  • create a rhyme scheme structure

Sources for this job· O*NET 27-3043.00· ESCO/ISCO 2641

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