Automation index

How much of a Civil engineer’s job can AI already do?

Calcs and drawings speed up. Being on site, stamping, and owning ground that is not the model do not.

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

Task comparison

IS WORK OVER?

25%

AI can already do 25% of this job.

#231 / 633

Civil engineer

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
Structural calcs and code checks. Estimate No public source provides a precise figure. This is our estimate.	22%	42%	+9.2
Drawings, quantities and cost estimate. Estimate No public source provides a precise figure. This is our estimate.	18%	38%	+6.8
Geotech and simplified impact reports. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Coordination with contractor, council and suppliers. Estimate No public source provides a precise figure. This is our estimate.	16%	15%	+2.4
Site execution and safety control. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Site authority and responsible signature. Estimate No public source provides a precise figure. This is our estimate.	12%	10%	+1.2
Total	100%		25%

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

IS WORK OVER?

28%

#86 / 633

Waiter

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
Collect payments from customers. Estimate No public source provides a precise figure. This is our estimate.	6%	28%	+1.7
Check with customers to ensure that they are enjoying their meals, and take action to correct any problems. Estimate No public source provides a precise figure. This is our estimate.	6%	28%	+1.7
Remove dishes and glasses from tables or counters, and take them to kitchen for cleaning. Estimate No public source provides a precise figure. This is our estimate.	5%	28%	+1.4
Prepare checks that itemize and total meal costs and sales taxes. Estimate No public source provides a precise figure. This is our estimate.	5%	28%	+1.4
Clean tables or counters after patrons have finished dining. Estimate No public source provides a precise figure. This is our estimate.	5%	28%	+1.4
Take orders from patrons for food or beverages. Estimate No public source provides a precise figure. This is our estimate.	5%	28%	+1.4
Write patrons' food orders on order slips, memorize orders, or enter orders into computers for transmittal to kitchen staff. Estimate No public source provides a precise figure. This is our estimate.	5%	28%	+1.4
Inform customers of daily specials. Estimate No public source provides a precise figure. This is our estimate.	5%	28%	+1.4
Other less frequent tasks (weight estimated from frequency). Estimate No public source provides a precise figure. This is our estimate.	58%	28%	+16.2
Total	100%		28%

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