IS WORK OVER?

Automation index

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

A digital herbarium comes earlier. Identifying in the field without killing the population do not.

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

Task comparison

Botanist

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
Herbarium, keys and the specimen.
Estimate

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

16%40%+6.4
Field, the population and not collecting extra.
Estimate

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

18%14%+2.5
Survey, the habitat and the one that is lost.
Estimate

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

16%28%+4.5
Report, the works and the one who will not hear.
Estimate

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

16%22%+3.5
The glasshouse, the culture and not mixing labels.
Estimate

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

18%18%+3.2
Identify, and not killing the population.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • herbarium
  • keys
  • populations
  • botanical surveys
  • habitats
  • collect
  • labels
  • the field

Sources for this job· O*NET 19-1022.00· ESCO/ISCO 2131

Truck driver

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
Maintain logs of working hours or of vehicle service or repair status, following applicable state and federal regulations.
Estimate

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

6%12%+0.7
Operate equipment, such as truck cab computers, CB radios, phones, or global positioning systems (GPS) equipment to exchange necessary information with bases, supervisors, or other drivers.
Estimate

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

5%22%+1.1
Check vehicles to ensure that mechanical, safety, and emergency equipment is in good working order.
Estimate

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

5%28%+1.4
Follow appropriate safety procedures for transporting dangerous goods.
Estimate

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

5%28%+1.4
Drive trucks with capacities greater than 13 tons, including tractor-trailer combinations, to transport and deliver products, livestock, or other materials.
Estimate

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

5%28%+1.4
Maneuver trucks into loading or unloading positions, following signals from loading crew and checking that vehicle and loading equipment are properly positioned.
Estimate

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

5%28%+1.4
Inspect loads to ensure that cargo is secure.
Estimate

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

5%28%+1.4
Read bills of lading to determine assignment details.
Estimate

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

4%28%+1.1
Other less frequent tasks (weight estimated from frequency).
Estimate

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

60%28%+16.8
Total100%27%

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

Skills and activities

  • drive
  • route
  • load goods
  • types of cargo
  • road traffic laws
  • road transport legislation
  • mechanical components of vehicles
  • vehicle cargo capacity
  • control the performance of the vehicle
  • read maps

Sources for this job· O*NET 53-3032.00· ESCO/ISCO 8332

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