IS WORK OVER?

Automation index

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

Today an AI or a robot can barely cover part of a shift. Pace, the physical space, and dealing with people still are the job.

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

Task comparison

Waiter

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
Collect payments from customers.
Estimate

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

6%28%+1.7
Check with customers to ensure that they are enjoying their meals, and take action to correct any problems.
Estimate

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

6%28%+1.7
Remove dishes and glasses from tables or counters, and take them to kitchen for cleaning.
Estimate

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

5%28%+1.4
Prepare checks that itemize and total meal costs and sales taxes.
Estimate

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

5%28%+1.4
Clean tables or counters after patrons have finished dining.
Estimate

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

5%28%+1.4
Take orders from patrons for food or beverages.
Estimate

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

5%28%+1.4
Write patrons' food orders on order slips, memorize orders, or enter orders into computers for transmittal to kitchen staff.
Estimate

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

5%28%+1.4
Inform customers of daily specials.
Estimate

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

5%28%+1.4
Other less frequent tasks (weight estimated from frequency).
Estimate

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

58%28%+16.2
Total100%28%

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

Skills and activities

  • wine characteristics
  • sparkling wines
  • select glassware for serving
  • comply with food safety and hygiene
  • order supplies
  • organise wine cellar
  • upsell products
  • check wine quality
  • serve wines
  • assist customers

Sources for this job· O*NET 35-3031.00· ESCO/ISCO 5131

Pediatrician

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
Prescribe or administer treatment, therapy, medication, vaccination, and other specialized medical care to treat or prevent illness, disease, or injury in infants and children.
Estimate

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

11%28%+3.1
Treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns.
Estimate

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

11%28%+3.1
Examine children regularly to assess their growth and development.
Estimate

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

11%28%+3.1
Collect, record, and maintain patient information, such as medical history, reports, or examination results.
Estimate

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

11%12%+1.3
Advise patients, parents or guardians, and community members concerning diet, activity, hygiene, and disease prevention.
Estimate

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

10%12%+1.2
Examine patients or order, perform, and interpret diagnostic tests to obtain information on medical condition and determine diagnosis.
Estimate

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

9%12%+1.1
Explain procedures and discuss test results or prescribed treatments with patients and parents or guardians.
Estimate

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

9%12%+1.1
Monitor patients' conditions and progress and reevaluate treatments as necessary.
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.

21%28%+5.9
Total100%21%

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

Skills and activities

  • manage research data
  • operate open source software
  • demonstrate disciplinary expertise
  • think abstractly
  • manage personal professional development
  • synthesise information
  • develop own practices continuously

Sources for this job· O*NET 29-1221.00· ESCO/ISCO 2211

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