Automation index

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

A reporting calendar comes earlier. Stopping reoffending and calling it when it turns do not.

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

Task comparison

IS WORK OVER?

24%

AI can already do 24% of this job.

#261 / 633

Probation officer

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
The order plan, reporting and the conditions. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Visit, interview and what they do not say. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Reports to the judge and the breach. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Network, work and the resource that is not there. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The victim, the offender and not mixing roles. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Call it in time, and not dressing the follow-up. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		24%

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

IS WORK OVER?

28%

#103 / 633

Site reliability 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
SLOs, alerts and the runbook. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
Incident, war room and not making it worse. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
CI/CD, capacity and the error budget. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Postmortem, toil and automating the repeated. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The product that wants to ship and the SLO that will not allow it. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Not taking production down, and signing the change. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		28%

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