IS WORK OVER?

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

Aid worker

Where the time goes

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.

TaskShareAIPoints
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
Total100%23%

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

Skills and activities

  • logframe
  • field work
  • justify projects
  • local partners
  • mission security
  • aid indicators
  • donor reports
  • do no harm

Sources for this job· O*NET 21-1093.00· ESCO/ISCO 2635

Safety engineer

Where the time goes

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.

TaskShareAIPoints
HAZOP, nodes and the minute.
Estimate

No public source provides a precise figure. This is our estimate.

16%40%+6.4
Plant, the scenario and the one that was not thought.
Estimate

No public source provides a precise figure. This is our estimate.

18%14%+2.5
SIL, the valve and not jumping it.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
Incident, the lesson and not hiding it.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Management, the cost and not yielding the interlock.
Estimate

No public source provides a precise figure. This is our estimate.

18%18%+3.2
Stop, and not signing the risk that kills.
Estimate

No public source provides a precise figure. This is our estimate.

16%12%+1.9
Total100%22%

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

Skills and activities

  • HAZOP
  • nodes
  • SIL
  • safety valves
  • incidents
  • interlocks
  • safety minutes
  • not jump

Sources for this job· O*NET 17-2111.00· ESCO/ISCO 2141

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