Automation index

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

A logframe comes earlier. Being there when it goes wrong, and doing no harm, 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.

#292 / 633

Aid worker

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
Forms, logframe and the indicators. Estimate No public source provides a precise figure. This is our estimate.	16%	44%	+7
The field, local partners and what the spreadsheet misses. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Donor reports and the paperwork. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Security, evacuation and the call to stay. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Community, conflict and not replacing the local. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Do no harm and owning the project. 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?

26%

#202 / 633

Cultural 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
Programme, fees and the venue calendar. Estimate No public source provides a precise figure. This is our estimate.	16%	44%	+7
Grants, paperwork and sponsorship. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Artists, crew and the day the sound dies. Estimate No public source provides a precise figure. This is our estimate.	18%	16%	+2.9
Audience, comms and what does not fill. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The councillor, the clash and soft censorship. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Pay on time, and not leaving culture in the spreadsheet. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		26%

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