IS WORK OVER?

Automation index

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

A temper curve comes earlier. Snap without blooming do not.

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

Task comparison

Chocolatier

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
Temper, recipes and the mould.
Estimate

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

16%44%+7
Bonbon, filling and the one that will not set.
Estimate

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

18%12%+2.2
Display, orders and summer heat.
Estimate

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

16%28%+4.5
Cocoa, traceability and origin.
Estimate

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

16%22%+3.5
Christmas, the volume and not losing the snap.
Estimate

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

18%18%+3.2
That it snaps, and not going white.
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

  • temper chocolate
  • bonbons
  • moulds
  • fillings
  • bloom
  • Christmas orders
  • cocoa origin
  • the display

Sources for this job· O*NET 51-3099.00· ESCO/ISCO 7512

Dietitian

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
Assess nutritional needs, diet restrictions, and current health plans to develop and implement dietary-care plans and provide nutritional counseling.
Estimate

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

13%22%+2.9
Counsel individuals and groups on basic rules of good nutrition, healthy eating habits, and nutrition monitoring to improve their quality of life.
Estimate

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

12%22%+2.6
Evaluate laboratory tests in preparing nutrition recommendations.
Estimate

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

11%28%+3.1
Advise patients and their families on nutritional principles, dietary plans, diet modifications, and food selection and preparation.
Estimate

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

11%12%+1.3
Record and evaluate patient and family health and food history, including symptoms, environmental toxic exposure, allergies, medication factors, and preventive health-care measures.
Estimate

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

9%12%+1.1
Incorporate patient cultural, ethnic, or religious preferences and needs in the development of nutrition plans.
Estimate

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

9%12%+1.1
Consult with physicians and health care personnel to determine nutritional needs and diet restrictions of patient or client.
Estimate

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

8%12%+1
Coordinate diet counseling services.
Estimate

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

5%22%+1.1
Other less frequent tasks (weight estimated from frequency).
Estimate

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

22%28%+6.2
Total100%20%

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

Skills and activities

  • hygiene in a health care setting
  • eating disorders
  • counselling methods
  • health care legislation
  • biological chemistry
  • calculation of food energy
  • medical terminology
  • supervision of persons
  • human physiology
  • pharmacology

Sources for this job· O*NET 29-1031.00· ESCO/ISCO 2265

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