Automation index

How much of a Car salesperson’s job can AI already do?

A valuer and stock come earlier. Closing the deal without the car coming back do not.

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

Task comparison

IS WORK OVER?

22%

AI can already do 22% of this job.

#399 / 633

Car salesperson

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
Stock, valuation and the card. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Test drive, objections and the one who will not decide. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Finance, the bank and the one who fails. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Handover, the extra and the one who argues the scratch. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The boss, the margin and not giving the discount away. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Close the deal, and it not coming back. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		22%

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

IS WORK OVER?

28%

#82 / 633

Cloud architect

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
Diagrams, ADRs and a first IaC pass. Estimate No public source provides a precise figure. This is our estimate.	22%	48%	+10.6
Cost estimate, Well-Architected and gaps. Estimate No public source provides a precise figure. This is our estimate.	18%	40%	+7.2
Review PRs, security and network. Estimate No public source provides a precise figure. This is our estimate.	16%	20%	+3.2
Align with security, finops and product. Estimate No public source provides a precise figure. This is our estimate.	16%	15%	+2.4
PoCs, real failures and vendor limits. Estimate No public source provides a precise figure. This is our estimate.	14%	18%	+2.5
Sign the design and own the incident. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Total	100%		28%

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