IS WORK OVER?

Automation index

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

A flow report comes earlier. Taking the group without flipping in the rapid do not.

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

Task comparison

Kayak 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
Flow, kit and the briefing.
Estimate

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

16%32%+5.1
Water, the novice and the one who flips.
Estimate

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

22%8%+1.8
Rescue, the rope and not losing anyone.
Estimate

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

16%22%+3.5
Rapid, the yes or no and aborting.
Estimate

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

16%28%+4.5
The cold, the wetsuit and not pushing the grade.
Estimate

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

16%18%+2.9
Without flipping the group, and whole to the take-out.
Estimate

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

14%12%+1.7
Total100%19%

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

Skills and activities

  • flow
  • river rescue
  • rapids
  • wetsuit
  • kayak novices
  • rope
  • river briefing
  • flip

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

SEO specialist

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
Devise and evaluate methods and procedures for collecting data, such as surveys, opinion polls, or questionnaires, or arrange to obtain existing data.
Estimate

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

18%28%+5
Conduct research on consumer opinions and marketing strategies, collaborating with marketing professionals, statisticians, pollsters, and other professionals.
Estimate

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

17%48%+8.2
Collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.
Estimate

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

11%48%+5.3
Monitor industry statistics and follow trends in trade literature.
Estimate

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

11%28%+3.1
Prepare reports of findings, illustrating data graphically and translating complex findings into written text.
Public

WMT 2024

See evidence

10%72%+7.2
Measure and assess customer and employee satisfaction.
Estimate

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

7%28%+2
Measure the effectiveness of marketing, advertising, and communications programs and strategies.
Estimate

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

6%28%+1.7
Gather data on competitors and analyze their prices, sales, and method of marketing and distribution.
Estimate

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

6%48%+2.9
Other less frequent tasks (weight estimated from frequency).
Estimate

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

14%28%+3.9
Total100%39%

Modelled workweek: 100% · Public evidence: 10% · Estimate: 90% · Confidence: Low

Skills and activities

  • online ads campaign techniques
  • web strategy assessment
  • content marketing strategy
  • e-commerce systems
  • company policies
  • perform online data analysis
  • implement marketing strategies
  • creatively use digital technologies
  • manage budgets
  • execute email marketing

Sources for this job· O*NET 13-1161.00· ESCO/ISCO 2431

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