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

Game designer

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
GDD, flows and economy tables.
Estimate

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

22%48%+10.6
Leveling, quests and tutorial copy.
Estimate

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

16%40%+6.4
Playtest, telemetry and reading frustration.
Estimate

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

16%18%+2.9
Align art, engineering and production.
Estimate

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

16%15%+2.4
Cut systems and defend the feel.
Estimate

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

16%12%+1.9
Decide what the game is, and is not.
Estimate

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

14%16%+2.2
Total100%26%

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

Skills and activities

  • design interfaces
  • prototypes
  • figma
  • GDD, flows and economy tables
  • Leveling, quests and tutorial copy
  • Align art, engineering and production
  • Cut systems and defend the feel
  • Decide what the game is, and is not
  • game designer
  • diseñador de videojuegos

Sources for this job· O*NET 15-1255.00· ESCO/ISCO 2166

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