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.

#579 / 653

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?

27%

#158 / 653

Hepatologist

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
Labs, fibroscan and the stage. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Clinic, the drink and the one who denies it. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Biopsy, the risk and not needling extra. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Antiviral, adherence and the one who quits. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The transplant board and not jumping to a yes. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Call the liver, and talking to the family. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		27%

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