IS WORK OVER?

Automation index

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

A site checklist comes earlier. Stopping the job and issuing the penalty do not.

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

Task comparison

Labour 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
Plan visits, complaints and the firm’s history.
Estimate

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

16%40%+6.4
Site or workplace, stop unsafe work and take statements.
Estimate

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

22%12%+2.6
Minutes, orders and the penalty proposal.
Estimate

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

16%32%+5.1
Contracts, hours and the bogus self-employed.
Estimate

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

16%28%+4.5
Union, employer and what is argued in the corridor.
Estimate

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

16%18%+2.9
A penalty that holds, and not looking away.
Estimate

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

14%12%+1.7
Total100%23%

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

Skills and activities

  • visit sites
  • stop unsafe work
  • infringement minutes
  • bogus self-employment
  • check contracts
  • labour orders
  • fine firms
  • take statements

Sources for this job· O*NET 13-1041.00· ESCO/ISCO 3352

Midwife

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
Provide prenatal, intrapartum, postpartum, or newborn care to patients.
Estimate

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

8%12%+1
Document patients' health histories, symptoms, physical conditions, or other diagnostic information.
Estimate

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

8%12%+1
Document findings of physical examinations.
Estimate

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

8%55%+4.4
Monitor fetal development by listening to fetal heartbeat, taking external uterine measurements, identifying fetal position, or estimating fetal size and weight.
Estimate

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

8%28%+2.2
Order and interpret diagnostic or laboratory tests.
Estimate

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

8%28%+2.2
Perform physical examinations by taking vital signs, checking neurological reflexes, examining breasts, or performing pelvic examinations.
Estimate

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

8%28%+2.2
Develop and implement individualized plans for health care management.
Estimate

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

7%28%+2
Educate patients and family members regarding prenatal, intrapartum, postpartum, newborn, or interconception care.
Estimate

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

7%12%+0.8
Other less frequent tasks (weight estimated from frequency).
Estimate

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

38%28%+10.6
Total100%26%

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

Skills and activities

  • hygiene in a health care setting
  • microbiology-bacteriology
  • childbirth
  • health care legislation
  • lactation
  • obstetric ultrasonography
  • analgesics
  • neonatology
  • pregnancy
  • pharmacology

Sources for this job· O*NET 29-1161.00· ESCO/ISCO 2222

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