IS WORK OVER?

Automation index

How much of a Tour guide’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

Tour guide

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
Monitor visitors' activities to ensure compliance with establishment or tour regulations and safety practices.
Estimate

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

13%28%+3.6
Describe tour points of interest to group members, and respond to questions.
Estimate

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

12%28%+3.4
Provide directions and other pertinent information to visitors.
Estimate

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

11%28%+3.1
Escort individuals or groups on cruises, sightseeing tours, or through places of interest, such as industrial establishments, public buildings, or art galleries.
Estimate

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

11%28%+3.1
Greet and register visitors, and issue any required identification badges or safety devices.
Estimate

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

10%28%+2.8
Assemble and check the required supplies and equipment prior to departure.
Estimate

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

10%28%+2.8
Provide for physical safety of groups, performing such activities as providing first aid or directing emergency evacuations.
Estimate

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

9%28%+2.5
Solicit tour patronage and sell souvenirs.
Estimate

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

7%28%+2
Other less frequent tasks (weight estimated from frequency).
Estimate

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

17%28%+4.8
Total100%28%

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

Skills and activities

  • sightseeing information
  • local geography
  • create solutions to problems
  • monitor visitor tours
  • provide visitor information
  • select visitor routes
  • collect visitor fees
  • speak different languages
  • use different communication channels
  • maintain customer service

Sources for this job· O*NET 39-7011.00· ESCO/ISCO 5113

Junior developer

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
Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.
Estimate

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

13%48%+6.2
Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.
Estimate

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

11%28%+3.1
Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.
Estimate

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

11%28%+3.1
Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.
Estimate

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

9%12%+1.1
Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.
Estimate

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

8%28%+2.2
Consult with managerial, engineering, and technical personnel to clarify program intent, identify problems, and suggest changes.
Estimate

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

6%28%+1.7
Develop Web sites.
Estimate

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

6%28%+1.7
Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.
Estimate

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

6%55%+3.3
Other less frequent tasks (weight estimated from frequency).
Estimate

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

30%28%+8.4
Total100%31%

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

Skills and activities

  • write code
  • programming
  • software development
  • coding
  • debug code
  • computer programming
  • decentralized application frameworks
  • blockchain openness
  • software components libraries
  • ICT debugging tools

Sources for this job· O*NET 15-1251.00· ESCO/ISCO 2512

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