IS WORK OVER?

Automation index

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

A map and a report come earlier. Hammering the slope, reading the outcrop, and signing a hazard do not.

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

Task comparison

Geologist

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
Maps, sections and a first report.
Estimate

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

20%42%+8.4
Process boreholes, GIS and lab.
Estimate

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

16%35%+5.6
Field camp, outcrop and sampling.
Estimate

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

20%12%+2.4
Read hazard, water and deposit.
Estimate

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

16%15%+2.4
Talk to works, mine or government.
Estimate

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

14%14%+2
Sign the opinion and own the real ground.
Estimate

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

14%16%+2.2
Total100%23%

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

Skills and activities

  • Maps, sections and a first report
  • Process boreholes, GIS and lab
  • Field camp, outcrop and sampling
  • Read hazard, water and deposit
  • Talk to works, mine or government
  • Sign the opinion and own the real ground
  • geologo
  • geologist

Sources for this job· O*NET 19-2042.00· ESCO/ISCO 2114

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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