Automation index

How much of a Interior designer’s job can AI already do?

A render and a moodboard come earlier. Measuring a real flat, and fighting a wall with the client, 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.

#248 / 653

Interior designer

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
Moodboards, renders and a first plan. Estimate No public source provides a precise figure. This is our estimate.	20%	48%	+9.6
Budget, lines and orders. Estimate No public source provides a precise figure. This is our estimate.	16%	38%	+6.1
Measure, visit and read the real light. Estimate No public source provides a precise figure. This is our estimate.	16%	15%	+2.4
Works, trades and surprises. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Client, changes of mind and close. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Taste: what stays and what is noise. Estimate No public source provides a precise figure. This is our estimate.	16%	16%	+2.6
Total	100%		25%

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

IS WORK OVER?

22%

#385 / 653

Educational psychologist

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
Assessment, tests and the report. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Classroom, the teacher and what actually happens. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Family, the pushback and not blaming. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Adjustment, the resource and fighting for the place. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Staff, the label and not hanging it extra. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Change the classroom, and not labelling. 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