IS WORK OVER?

Automation index

How much of a Packaging engineer’s job can AI already do?

A 3D prototype comes earlier. Surviving transport and opening on the shelf do not.

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

Task comparison

Packaging engineer

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
Spec, 3D and the drop test.
Estimate

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

18%48%+8.6
The packing line and the one that will not fit.
Estimate

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

16%22%+3.5
Material, recyclability and unit cost.
Estimate

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

16%36%+5.8
Supplier, die and pack colour.
Estimate

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

16%28%+4.5
Marketing, legal and not lying on the pack.
Estimate

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

18%14%+2.5
That it survives the trip, and not oversizing the plastic.
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

  • design packs
  • drop test
  • packing line
  • recyclability
  • die-cut
  • unit cost
  • pack spec
  • 3D prototype

Sources for this job· O*NET 17-2112.00· ESCO/ISCO 2141

Phoniatrician

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
Clinic, spectrum and the larynx.
Estimate

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

18%48%+8.6
The job, the strain and the one who will not stop.
Estimate

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

16%40%+6.4
Therapy, the exercise and adherence.
Estimate

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

16%22%+3.5
Surgery, the indication and not operating extra.
Estimate

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

16%28%+4.5
The singer, the opening night and not selling a miracle.
Estimate

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

18%14%+2.5
Give the voice back, and not operating extra.
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

  • voice spectrum
  • larynx
  • vocal strain
  • voice therapy
  • surgical indication
  • singers
  • dysphonia
  • not operate extra

Sources for this job· O*NET 29-1127.00· ESCO/ISCO 2266

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