IS WORK OVER?

Automation index

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

A time-lapse comes earlier. Picking the embryo without mixing the file do not.

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

Task comparison

Embryologist

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
Retrieval, oocytes and the culture.
Estimate

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

16%32%+5.1
ICSI, the sperm and the one that will not fertilise.
Estimate

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

22%8%+1.8
Time-lapse, the grade and picking.
Estimate

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

16%22%+3.5
Transfer, the catheter and not losing the embryo.
Estimate

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

16%28%+4.5
The file, the double check and not mixing couples.
Estimate

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

16%18%+2.9
Pick it, and not mixing the file.
Estimate

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

14%12%+1.7
Total100%19%

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

Skills and activities

  • oocytes
  • ICSI
  • embryo culture
  • time-lapse
  • transfer
  • double check
  • egg retrieval
  • embryo grade

Sources for this job· O*NET 29-2011.00· ESCO/ISCO 2131

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

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