Automation index
How much of a Last-mile manager’s job can AI already do?
A zone map comes earlier. Hitting the peak without leaving the neighbourhood without a courier do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Last-mile manager
26%
AI can already do 26% of this job.
#211 / 633
View rankingLast-mile manager
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 |
|---|---|---|---|
Zones, capacity and route cuts.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 44% | +7 |
KPIs, first attempt and incidents.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
The courier, the lobby and the one who will not open.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 16% | +2.9 |
Peaks, rain and hiring too many or too few.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The angry customer and not dressing delivered.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Cover the peak, and not leaving the neighbourhood orphaned.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 26% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- delivery zones
- first attempt
- delivery KPIs
- last-mile peaks
- lobbies
- delivery incidents
- courier capacity
- cut routes
Sources for this job· O*NET 11-3071.00· ESCO/ISCO 1324
IS WORK OVER?
Microbiologist
22%
#354 / 633
View rankingMicrobiologist
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 |
|---|---|---|---|
Protocols, plates and a first result.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Plate, incubate and read cultures.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 12% | +2.4 |
Report to the clinician and not jump.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Quality, strains and documentation.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Biosafety, waste and kit.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 16% | +2.6 |
Not calling a negative that is a positive.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Protocols, plates and a first result
- Plate, incubate and read cultures
- Report to the clinician and not jump
- Quality, strains and documentation
- Biosafety, waste and kit
- Not calling a negative that is a positive
- microbiologo
Sources for this job· O*NET 19-1022.00· ESCO/ISCO 2131