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
IS WORK OVER?
Mathematician
28%
AI can already do 28% of this job.
#108 / 623
View rankingMathematician
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.
| Task | Share | AI | Points |
|---|---|---|---|
Symbolic calc, examples and paper search.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 52% | +11.4 |
Draft proofs and exposés.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 40% | +7.2 |
Find the argument and the counter-example.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 15% | +2.7 |
Lecture, teach and argue in seminar.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Peer-review and polish the writing.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
Choose the problem that is worth years.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 16% | +1.9 |
| Total | 100% | 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
IS WORK OVER?
Game designer
26%
#199 / 623
View rankingGame designer
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.
| Task | Share | AI | Points |
|---|---|---|---|
GDD, flows and economy tables.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 48% | +10.6 |
Leveling, quests and tutorial copy.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Playtest, telemetry and reading frustration.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Align art, engineering and production.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
Cut systems and defend the feel.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Decide what the game is, and is not.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 26% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- design interfaces
- prototypes
- figma
- GDD, flows and economy tables
- Leveling, quests and tutorial copy
- Align art, engineering and production
- Cut systems and defend the feel
- Decide what the game is, and is not
- game designer
- diseñador de videojuegos
Sources for this job· O*NET 15-1255.00· ESCO/ISCO 2166