Automation index

How much of a Tram driver’s job can AI already do?

Urban ATO comes earlier. Crossing pedestrians without clipping the badly parked car do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

IS WORK OVER?

19%

AI can already do 19% of this job.

#496 / 643

Tram driver

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
Checks, log and the cab. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Drive, stops and the pedestrian who steps out. Estimate No public source provides a precise figure. This is our estimate.	24%	8%	+1.9
Badly parked car, calls and Control. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Timetable, reliefs and rush hour. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The tourist, the bike and not over-hooting. Estimate No public source provides a precise figure. This is our estimate.	14%	18%	+2.5
Hit nobody, and make the terminus. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		19%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

IS WORK OVER?

30%

#53 / 643

Hotel receptionist

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
Greet, register, and assign rooms to guests of hotels or motels. Estimate No public source provides a precise figure. This is our estimate.	7%	28%	+2
Issue room keys and escort instructions to bellhops. Estimate No public source provides a precise figure. This is our estimate.	7%	28%	+2
Verify customers' credit, and establish how the customer will pay for the accommodation. Estimate No public source provides a precise figure. This is our estimate.	7%	28%	+2
Keep records of room availability and guests' accounts, manually or using computers. Estimate No public source provides a precise figure. This is our estimate.	7%	55%	+3.9
Make and confirm reservations. Estimate No public source provides a precise figure. This is our estimate.	7%	28%	+2
Review accounts and charges with guests during the check out process. Estimate No public source provides a precise figure. This is our estimate.	6%	28%	+1.7
Answer inquiries pertaining to hotel services, guest registration, and travel directions, or make recommendations regarding shopping, dining, or entertainment. Estimate No public source provides a precise figure. This is our estimate.	6%	28%	+1.7
Compute bills, collect payments, and make change for guests. Estimate No public source provides a precise figure. This is our estimate.	6%	28%	+1.7
Other less frequent tasks (weight estimated from frequency). Estimate No public source provides a precise figure. This is our estimate.	47%	28%	+13.2
Total	100%		30%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low