Automation index
How much of a Vocational teacher’s job can AI already do?
A syllabus and a test come earlier. Running a workshop until the student welds straight does not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Vocational teacher
22%
AI can already do 22% of this job.
#377 / 643
View rankingVocational 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 |
|---|---|---|---|
Plan modules, rubrics and exams.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Workshop, practice and safety watch.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 12% | +2.6 |
Tutor placements, firms and difficult students.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Assess, minutes and vocational cycles.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Staff meeting, coordination and workshop stock.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Not leaving anyone without a trade or a diploma.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- teach class
- mark students
- lesson plans
- teach
- Plan modules, rubrics and exams
- Workshop, practice and safety watch
- Assess, minutes and vocational cycles
- profesor de fp
- vocational teacher
Sources for this job· O*NET 25-2032.00· ESCO/ISCO 2320
IS WORK OVER?
Game designer
26%
#204 / 643
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