IS WORK OVER?

Automation index

How much of a Dairy technician’s job can AI already do?

A count and a pH come earlier. The batch pasteurising without splitting do not.

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

Task comparison

Dairy technician

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
Count, pH and milk intake.
Estimate

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

18%48%+8.6
Pasteurise, the batch and the one that splits.
Estimate

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

16%22%+3.5
Cultures, yoghurt or cheese and the recipe.
Estimate

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

16%36%+5.8
CIP, quality and the health report.
Estimate

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

16%28%+4.5
The farmer, the tank and not mixing the sour.
Estimate

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

18%14%+2.5
That it pasteurises, and not splitting the batch.
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

  • milk intake
  • pasteurise
  • dairy pH
  • cultures
  • CIP
  • bacterial count
  • tanks
  • yoghurt batches

Sources for this job· O*NET 51-3092.00· ESCO/ISCO 7513

Physiotherapist

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, prepare, or carry out individually designed programs of physical treatment to maintain, improve, or restore physical functioning, alleviate pain, or prevent physical dysfunction in patients.
Estimate

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

8%12%+1
Record prognosis, treatment, response, and progress in patient's chart or enter information into computer.
Estimate

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

8%12%+1
Administer manual exercises, massage, or traction to help relieve pain, increase patient strength, or decrease or prevent deformity or crippling.
Estimate

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

8%12%+1
Evaluate effects of treatment at various stages and adjust treatments to achieve maximum benefit.
Estimate

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

8%28%+2.2
Direct, supervise, assess, and communicate with supportive personnel.
Estimate

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

7%22%+1.5
Confer with the patient, medical practitioners, or appropriate others to plan, implement, or assess the intervention program.
Estimate

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

7%12%+0.8
Test and measure patient's strength, motor development and function, sensory perception, functional capacity, or respiratory or circulatory efficiency and record data.
Estimate

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

6%12%+0.7
Obtain patients' informed consent to proposed interventions.
Estimate

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

6%12%+0.7
Other less frequent tasks (weight estimated from frequency).
Estimate

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

42%28%+11.8
Total100%21%

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

Skills and activities

  • orthopaedic manual physiotherapy
  • medical terminology
  • emergency surgery
  • general medicine
  • surgery
  • human physiology
  • geriatrics
  • kinetics
  • neurology
  • pharmacology

Sources for this job· O*NET 29-1123.00· ESCO/ISCO 2264

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