Automation index

How much of a Panel beater’s job can AI already do?

A quote and a part come earlier. Pulling a wing so it does not show does not.

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

Task comparison

IS WORK OVER?

18%

AI can already do 18% of this job.

#569 / 643

Panel beater

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
Assess, order parts and quote. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Pull, weld and set gaps. Estimate No public source provides a precise figure. This is our estimate.	22%	10%	+2.2
Fill, sand and prep for paint. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Client, insurer and deadlines. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Shop, benches and tools. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Not delivering a car that looks bent. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Total	100%		18%

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

IS WORK OVER?

20%

#466 / 643

Cycle courier

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 the urgent job. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Pedal, traffic and not losing the parcel. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Lobby, the code and the one who will not come down. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Rain, puncture and the job that drops. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The platform, the fee and the one that does not pay time. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Deliver it whole, and not leaving it on the landing blind. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		20%

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