Automation index
How much of a Private-hire driver’s job can AI already do?
An app and a route come earlier. Carrying someone who arrives in one piece does not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Private-hire driver
20%
AI can already do 20% of this job.
#454 / 643
View rankingPrivate-hire driver
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 |
|---|---|---|---|
App, routes and airport times.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Drive, pick up and drop the client.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Car, cleanliness and maintenance.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Service, bags and difficult clients.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Shifts, fatigue and zones.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 16% | +2.6 |
Not missing a flight or a passenger.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 20% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- drive
- route
- load goods
- App, routes and airport times
- Drive, pick up and drop the client
- Car, cleanliness and maintenance
- Service, bags and difficult clients
- Shifts, fatigue and zones
- Not missing a flight or a passenger
- conductor vtc
Sources for this job· O*NET 53-3051.00· ESCO/ISCO 8322
IS WORK OVER?
Caregiver
16%
#612 / 643
View rankingCaregiver
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 |
|---|---|---|---|
Maintain records of patient care, condition, progress, or problems to report and discuss observations with supervisor or case manager.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 12% | +1.3 |
Provide patients with help moving in and out of beds, baths, wheelchairs, or automobiles and with dressing and grooming.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 12% | +1.2 |
Entertain, converse with, or read aloud to patients to keep them mentally healthy and alert.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 12% | +1.2 |
Plan, purchase, prepare, or serve meals to patients or other family members, according to prescribed diets.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 12% | +1.2 |
Bathe patients.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 12% | +1.1 |
Care for patients by changing bed linens, washing and ironing laundry, cleaning, or assisting with their personal care.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 12% | +1 |
Provide patients and families with emotional support and instruction in areas such as caring for infants, preparing healthy meals, living independently, or adapting to disability or illness.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 12% | +1 |
Administer prescribed oral medications, under the written direction of physician or as directed by home care nurse or aide, and ensure patients take their medicine.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 12% | +1 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 26% | 28% | +7.3 |
| Total | 100% | 16% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- disability care
- older adults' needs
- first response
- wash the laundry
- apply first response
- tend to elderly people
- prepare sandwiches
- iron textiles
- buy groceries
- accompany people
Sources for this job· O*NET 31-1121.00· ESCO/ISCO 5322