Automation index

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

A diagram and an app come earlier. Wiring without false alarms and training the neighbour do not.

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

Task comparison

IS WORK OVER?

23%

AI can already do 23% of this job.

#300 / 623

Alarm installer

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
Diagram, zones and programming the panel. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Wire, sensors and the detector that trips alone. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
ARC, tests and the connection note. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Train the user and the fob that gets lost. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The lived-in flat, the brick and not breaking extra. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
No false alarms, and a real call-out. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		23%

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