IS WORK OVER?

Automation index

How much of a Book restorer’s job can AI already do?

A paper diagnosis comes earlier. Treating without overworking the copy do not.

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

Task comparison

Book restorer

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
Diagnosis, paper and the proposal.
Estimate

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

16%40%+6.4
Clean, infill and the one that falls apart.
Estimate

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

18%14%+2.5
Sew, bind and the spine.
Estimate

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

16%28%+4.5
Box, climate and the store.
Estimate

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

16%22%+3.5
The owner, the copy and not leaving it new.
Estimate

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

18%18%+3.2
Not overworking the copy, and signing the treatment.
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

  • paper
  • infill losses
  • sew sections
  • spines
  • conservation boxes
  • store climate
  • book diagnosis
  • not overwork

Sources for this job· O*NET 25-4013.00· ESCO/ISCO 2621

IT auditor

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 scope, IT risks and sampling.
Estimate

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

18%48%+8.6
Review access, changes, logs and configs.
Estimate

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

16%52%+8.3
Document findings, evidence and recommendations.
Estimate

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

16%40%+6.4
Interview, challenge the auditee and apply judgement.
Estimate

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

18%18%+3.2
Follow up action plans and retest.
Estimate

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

16%22%+3.5
Report, committee and liability for the opinion.
Estimate

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

16%14%+2.2
Total100%32%

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

Skills and activities

  • audit systems
  • review logs
  • assess IT controls
  • test access
  • document findings
  • audit changes
  • retest controls
  • sign the audit report

Sources for this job· O*NET 15-1212.00· ESCO/ISCO 2519

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