Automation index

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

Sorting the file and a first order come earlier. Sentencing a person, looking them in the eye, and signing do not.

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

Task comparison

IS WORK OVER?

19%

AI can already do 19% of this job.

#523 / 653

Judge

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
Read, index and summarise the case file. Estimate No public source provides a precise figure. This is our estimate.	20%	38%	+7.6
Draft routine orders and procedural rulings. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Hearing, examination and adversarial argument. Estimate No public source provides a precise figure. This is our estimate.	18%	12%	+2.2
Weigh evidence, credibility and context. Estimate No public source provides a precise figure. This is our estimate.	18%	10%	+1.8
Write and reason the judgment. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Sign, own the decision and preside. Estimate No public source provides a precise figure. This is our estimate.	12%	6%	+0.7
Total	100%		19%

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