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

Auto mechanic

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
Inspect vehicles for damage and record findings so that necessary repairs can be made.
Estimate

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

9%12%+1.1
Follow checklists to ensure all important parts are examined, including belts, hoses, steering systems, spark plugs, brake and fuel systems, wheel bearings, and other potentially troublesome areas.
Estimate

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

8%28%+2.2
Estimate costs of vehicle repair.
Estimate

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

7%12%+0.8
Review work orders and discuss work with supervisors.
Estimate

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

7%22%+1.5
Perform routine and scheduled maintenance services, such as oil changes, lubrications, and tune-ups.
Estimate

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

6%28%+1.7
Maintain cleanliness of work area.
Estimate

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

6%28%+1.7
Test drive vehicles and test components and systems, using equipment such as infrared engine analyzers, compression gauges, and computerized diagnostic devices.
Estimate

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

6%48%+2.9
Test and adjust repaired systems to meet manufacturers' performance specifications.
Estimate

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

5%12%+0.6
Other less frequent tasks (weight estimated from frequency).
Estimate

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

46%28%+12.9
Total100%25%

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

Skills and activities

  • automotive diagnostic equipment
  • car controls
  • emission standards
  • vehicle electrical systems
  • types of vehicles
  • principles of mechanical engineering
  • hybrid vehicle architecture
  • teamwork principles
  • components of air conditioning systems
  • mechanics

Sources for this job· O*NET 49-3023.00· ESCO/ISCO 7231

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