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

Biomedical 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
Design, validate and document clinical devices and software.
Estimate

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

18%48%+8.6
Tests, MDR and risk.
Estimate

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

16%32%+5.1
Hospital, clinicians and maintenance.
Estimate

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

16%22%+3.5
Vendors, quality and traceability.
Estimate

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

16%18%+2.9
User training and post-market watch.
Estimate

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

18%16%+2.9
Not putting a half-built prototype in theatre.
Estimate

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

16%14%+2.2
Total100%25%

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

Skills and activities

  • care for patients
  • diagnose
  • nursing care
  • clinical notes
  • Tests, MDR and risk
  • Hospital, clinicians and maintenance
  • Vendors, quality and traceability
  • User training and post-market watch
  • ingeniero biomedico
  • biomedical engineer

Sources for this job· O*NET 17-2031.00· ESCO/ISCO 2149

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