IS WORK OVER?

Automation index

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

A planting plan comes earlier. A garden you can live in that does not die in August do not.

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

Task comparison

Landscape architect

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
Plan, species and the irrigation.
Estimate

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

16%44%+7
Works, levels and the tree that will not fit.
Estimate

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

18%16%+2.9
Soil, climate and not planting what will not last.
Estimate

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

16%32%+5.1
Client, maintenance and what they will not water.
Estimate

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

16%28%+4.5
August, the drought and the yes to xeriscape.
Estimate

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

18%14%+2.5
That it is lived in, and not dying in August.
Estimate

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

16%12%+1.9
Total100%24%

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

Skills and activities

  • planting plans
  • species
  • garden irrigation
  • xeriscape
  • works levels
  • soil
  • garden maintenance
  • trees

Sources for this job· O*NET 17-1012.00· ESCO/ISCO 2162

Welder

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
Operate safety equipment and use safe work habits.
Estimate

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

6%28%+1.7
Melt and apply solder along adjoining edges of workpieces to solder joints, using soldering irons, gas torches, or electric-ultrasonic equipment.
Estimate

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

5%28%+1.4
Weld components in flat, vertical, or overhead positions.
Estimate

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

5%28%+1.4
Check grooves, angles, or gap allowances, using micrometers, calipers, and precision measuring instruments.
Estimate

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

5%28%+1.4
Determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques.
Estimate

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

5%28%+1.4
Align and clamp workpieces together, using rules, squares, or hand tools, or position items in fixtures, jigs, or vises.
Estimate

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

5%28%+1.4
Select and install torches, torch tips, filler rods, and flux, according to welding chart specifications or types and thicknesses of metals.
Estimate

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

5%28%+1.4
Recognize, set up, and operate hand and power tools common to the welding trade, such as shielded metal arc and gas metal arc welding equipment.
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%28%

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

Skills and activities

  • technical drawings
  • hydraulics
  • pipeline coating properties
  • types of pipelines
  • isometric perspective
  • cooperate with colleagues
  • inspect pipelines
  • use welding equipment
  • operate welding equipment
  • clear pipelines

Sources for this job· O*NET 51-4121.00· ESCO/ISCO 7212

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