IS WORK OVER?

Automation index

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

Today an AI can already spin variants and assemble a first cut. Deciding what works, what ships, and why, is still direction.

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

Task comparison

UX 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
Flows and wireframes
Estimate

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

35%70%+24.5
Tests and synthesis
Estimate

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

25%50%+12.5
System and judgment
Estimate

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

25%25%+6.3
Team workshops
Estimate

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

15%15%+2.3
Total100%46%

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

Skills and activities

  • design interfaces
  • prototypes
  • figma
  • work ergonomically
  • understand artistic concepts
  • safeguard artistic quality of performance
  • analyse score
  • monitor sociological trends
  • draw up lighting plan
  • assess power needs

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

Maths teacher

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
Plan, the worksheet and the typical error.
Estimate

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

16%40%+6.4
Board, the silence and the one who is lost.
Estimate

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

18%14%+2.5
Exam, the markscheme and not giving the pass away.
Estimate

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

16%28%+4.5
Resit, the one who quits and not leaving them.
Estimate

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

16%22%+3.5
The family, 'I was bad at it too', and not shutting the door.
Estimate

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

18%18%+3.2
That they understand, and not copying the answer.
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

  • maths worksheets
  • the board
  • typical errors
  • maths exams
  • resits
  • markscheme
  • algebra
  • problems

Sources for this job· O*NET 25-2031.00· ESCO/ISCO 2330

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