Automation index
How much of a Language teacher’s job can AI already do?
A drill and a correction come earlier. Getting a shy person talking for an hour does not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Language teacher
23%
AI can already do 23% of this job.
#310 / 633
View rankingLanguage 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.
| Task | Share | AI | Points |
|---|---|---|---|
Prepare lessons, worksheets and corrections.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 48% | +7.7 |
Class, conversation and group dynamics.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 12% | +2.6 |
Assess speaking, writing and levels.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Platform, homework and follow-up.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Families, schools and official exams.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Not leaving someone mute in a language.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 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
IS WORK OVER?
Book editor
25%
#220 / 633
View rankingBook editor
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 |
|---|---|---|---|
Readers’ reports, selection and rejection.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Work the text with the author: structure and tone.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 22% | +4 |
P&L, advances, contracts and the schedule.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Coordinate copy-edit, layout, cover and press.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
List, bookshops and the life of the title.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The editorial bet and owning the book.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- edit books
- readers’ reports
- work manuscripts
- negotiate advances
- build the list
- coordinate layout
- choose the cover
- get it into shops
Sources for this job· O*NET 27-3041.00· ESCO/ISCO 2641