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?

19%

#531 / 633

Furniture restorer

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
Diagnosis, woodworm and the proposal. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Consolidate, glue and the one that opens. Estimate No public source provides a precise figure. This is our estimate.	22%	8%	+1.8
Finish, shellac and the colour. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Hardware, upholstery and what is not touched. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The owner, the memory and not leaving it too new. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Not overworking the piece, and signing the treatment. Estimate No public source provides a precise figure. This is our estimate.	14%	12%	+1.7
Total	100%		19%

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