Automation index

How much of a Web developer’s job can AI already do?

A layout and a component come earlier. A site that loads and does not die on a Friday does not.

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

Task comparison

IS WORK OVER?

26%

AI can already do 26% of this job.

#198 / 633

Web developer

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
Layout, components and API consumption. Estimate No public source provides a precise figure. This is our estimate.	20%	48%	+9.6
Accessibility, performance and technical SEO. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Design, product and the client who changes their mind. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Deploys, incidents and monitoring. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Tests, code review and documentation. Estimate No public source provides a precise figure. This is our estimate.	16%	16%	+2.6
Not shipping a half-change on a Friday. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		26%

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