Automation index
How much of a Mobile developer’s job can AI already do?
A layout and a store listing come earlier. It not crashing on a real phone do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Mobile developer
28%
AI can already do 28% of this job.
#92 / 623
View rankingMobile developer
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 |
|---|---|---|---|
Screens, API and offline state.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Store review, crashlytics and ANRs.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Real device, the notch and fragmented Android.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
CI, tests and the week's release.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Product, the redesign and not breaking what people use.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That it does not crash, and not ignoring the one-star.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
- build apps
- ship to stores
- crashlytics
- offline state
- ANRs
- mobile tests
- fragmented Android
- store review
Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2514
IS WORK OVER?
Early childhood educator
15%
#612 / 623
View rankingEarly childhood educator
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 activities, reports and rubrics.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Write to families.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 22% | +3.1 |
Care, play and hold the room.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 6% | +1.4 |
Hygiene, meals and naps.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 10% | +1.6 |
Watch development and talk to the family.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Coordinate staff and safeguarding.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 15% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Plan activities, reports and rubrics
- Write to families
- Care, play and hold the room
- Hygiene, meals and naps
- Watch development and talk to the family
- Coordinate staff and safeguarding
- educador infantil
- maestro de infantil
- preschool
- jardin de infancia
Sources for this job· O*NET 25-2011.00· ESCO/ISCO 2342