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

In-house counsel

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
Contract, clauses and the risk.
Estimate

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

18%48%+8.6
Sales, the close and not yielding the essential.
Estimate

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

16%40%+6.4
Dispute, the procurator and not sleeping the deadline.
Estimate

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

16%22%+3.5
Board, the memo and not dressing it.
Estimate

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

16%28%+4.5
The CEO, the rush and not signing blind.
Estimate

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

18%14%+2.5
Say no, and not leaving the company sold.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • commercial contracts
  • clauses
  • legal risk
  • the board
  • procedural deadlines
  • sales
  • not sign blind
  • legal memos

Sources for this job· O*NET 23-1011.00· ESCO/ISCO 2611

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