IS WORK OVER?

Automation index

How much of a Wind-turbine technician’s job can AI already do?

A farm SCADA comes earlier. Climbing, repairing and coming down whole do not.

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

Task comparison

Wind-turbine technician

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
SCADA, the code and the spare.
Estimate

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

16%32%+5.1
Climb, the wind and the one who is sick.
Estimate

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

22%8%+1.8
Nacelle, the oil and the one that will not close.
Estimate

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

16%22%+3.5
Rescue, the protocol and not improvising.
Estimate

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

16%28%+4.5
The storm, the access and aborting.
Estimate

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

16%18%+2.9
Come down whole, and the turbine running.
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

  • farm SCADA
  • climb the tower
  • nacelle
  • height rescue
  • oils
  • fault codes
  • access
  • wind

Sources for this job· O*NET 49-9081.00· ESCO/ISCO 7412

Marketing manager

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
Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.
Estimate

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

22%28%+6.2
Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.
Estimate

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

16%28%+4.5
Direct the hiring, training, or performance evaluations of marketing or sales staff and oversee their daily activities.
Estimate

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

12%28%+3.4
Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.
Estimate

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

7%48%+3.4
Consult with product development personnel on product specifications, such as design, color, or packaging.
Estimate

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

6%28%+1.7
Compile lists describing product or service offerings.
Estimate

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

6%28%+1.7
Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.
Estimate

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

6%48%+2.9
Develop pricing strategies, balancing firm objectives and customer satisfaction.
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.

20%28%+5.6
Total100%31%

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

Skills and activities

  • channel marketing
  • sales strategies
  • company policies
  • implement marketing strategies
  • carry out naming strategies
  • perform customers’ needs analysis
  • manage staff
  • apply social media marketing
  • create annual marketing budget
  • set brand positioning

Sources for this job· O*NET 11-2021.00· ESCO/ISCO 2431

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