Automation index

How much of a Court case manager’s job can AI already do?

A filing nudge comes earlier. Not letting the deadline die, and the judge having the order, do not.

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

Task comparison

IS WORK OVER?

29%

AI can already do 29% of this job.

#61 / 623

Court case manager

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
Drive the case, copies and the status. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
Steps, notices and gazetting. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Listings, diaries and the court that overflows. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The lawyer who rings, the citizen and the counter. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
File, certified copy and what the senior asks. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The deadline, and not letting the case die. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		29%

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

IS WORK OVER?

31%

#36 / 623

Data 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
Design pipelines, models and orchestration. Estimate No public source provides a precise figure. This is our estimate.	24%	50%	+12
Write SQL, Spark and data tests. Estimate No public source provides a precise figure. This is our estimate.	18%	45%	+8.1
Incidents, quality and lineage in production. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Talk to analysts and negotiate data contracts. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Cloud cost, permissions and PII. Estimate No public source provides a precise figure. This is our estimate.	14%	15%	+2.1
Decide architecture and technical debt. Estimate No public source provides a precise figure. This is our estimate.	12%	20%	+2.4
Total	100%		31%

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