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

Language 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
Prepare lessons, worksheets and corrections.
Estimate

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

16%48%+7.7
Class, conversation and group dynamics.
Estimate

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

22%12%+2.6
Assess speaking, writing and levels.
Estimate

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

16%22%+3.5
Platform, homework and follow-up.
Estimate

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

16%28%+4.5
Families, schools and official exams.
Estimate

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

16%18%+2.9
Not leaving someone mute in a language.
Estimate

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

14%14%+2
Total100%23%

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

Skills and activities

  • teach class
  • mark students
  • lesson plans
  • teach
  • Class, conversation and group dynamics
  • Assess speaking, writing and levels
  • Platform, homework and follow-up
  • Families, schools and official exams
  • Not leaving someone mute in a language
  • profesor de idiomas

Sources for this job· O*NET 25-3011.00· ESCO/ISCO 2353

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