IS WORK OVER?

Automation index

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

An oral sheet comes earlier. Them speaking without laughing at the accent do not.

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

Task comparison

Language assistant

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
Sheet, the oral and the group.
Estimate

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

16%40%+6.4
Classroom, the silence and the one who will not speak.
Estimate

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

18%14%+2.5
Game, the mistake and not correcting every one.
Estimate

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

16%28%+4.5
Culture, the cliché and not playing the clown.
Estimate

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

16%22%+3.5
The teacher, the hour and not leaving them copying.
Estimate

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

18%18%+3.2
That they speak, and not laughing at the accent.
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

  • orals
  • conversation sheets
  • language games
  • accent
  • culture
  • not correct every error
  • language assistant
  • groups

Sources for this job· O*NET 25-3099.00· ESCO/ISCO 2353

Game developer

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
Prototype, the loop and the input.
Estimate

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

18%48%+8.6
Physics, the bug and the one that teleports.
Estimate

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

16%40%+6.4
Build, the platform and the one that will not ship.
Estimate

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

16%22%+3.5
Frame, 30 and not leaving it at 8.
Estimate

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

16%28%+4.5
The designer, the fun and not cutting what it feels.
Estimate

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

18%14%+2.5
That it plays, and not leaving the frame at 8.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • game prototypes
  • game loop
  • input
  • builds
  • frames
  • physics bugs
  • platforms
  • write game code

Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2514

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