IS WORK OVER?

Automation index

How much of a Welding inspector’s job can AI already do?

A WPS comes earlier. Accepting the bead without signing the pore do not.

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

Task comparison

Welding inspector

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
WPS, qualification and the bead.
Estimate

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

16%40%+6.4
Visual, the pore and the one that hides.
Estimate

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

18%14%+2.5
NDT, the report and not contradicting.
Estimate

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

16%28%+4.5
Site, the access and the welder who rushes.
Estimate

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

16%22%+3.5
The deadline, the pressure and not signing the pore.
Estimate

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

18%18%+3.2
Accept the sound bead.
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

  • WPS
  • beads
  • pores
  • welder qualification
  • weld NDT
  • site
  • access
  • inspection reports

Sources for this job· O*NET 51-9061.00· ESCO/ISCO 3119

Food technologist

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
Recipe, process and shelf life.
Estimate

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

16%40%+6.4
Plant, the batch and the one that will not set.
Estimate

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

18%14%+2.5
HACCP, labelling and not lying.
Estimate

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

16%28%+4.5
Taste, marketing and not disguising.
Estimate

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

16%22%+3.5
The supplier, the ingredient and not swapping blind.
Estimate

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

18%18%+3.2
Safe, and tasting like food.
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

  • industrial recipes
  • shelf life
  • HACCP
  • labelling
  • taste
  • plant batches
  • ingredients
  • food process

Sources for this job· O*NET 19-1012.00· ESCO/ISCO 2145

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