Automation index
How much of a Technical writer’s job can AI already do?
A doc skeleton comes earlier. A human installing the product without ringing do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Technical writer
28%
AI can already do 28% of this job.
#115 / 623
View rankingTechnical writer
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 |
|---|---|---|---|
Structure, API docs and the tutorial.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Screenshots, versions and not leaving the old shot.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
The engineer who will not write, and extracting the how.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Legal review, i18n and the changelog.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Support, the tickets and what the doc misses.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That it can be installed, and not documenting thin air.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- document APIs
- product tutorials
- screenshots
- changelogs
- extract knowledge
- docs i18n
- version review
- support tickets
Sources for this job· O*NET 27-3042.00· ESCO/ISCO 2641
IS WORK OVER?
Heat-pump technician
22%
#380 / 623
View rankingHeat-pump technician
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 |
|---|---|---|---|
Load, diagram and machine sizing.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Install, vacuum and the refrigerant charge.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Commission, curves and hot water.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Sensors, fan-coils and noise to the neighbour.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Winter, defrost and the complaint.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That it heats, and not freezing the outdoor unit.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- fit heat pumps
- vacuum the circuit
- refrigerant charge
- commission
- hot water
- defrost
- size the unit
- sensors
Sources for this job· O*NET 49-9021.00· ESCO/ISCO 7126