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

IS WORK OVER?

24%

AI can already do 24% of this job.

#323 / 763

Landscape architect

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.

Task	Share	AI	Points
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
Total	100%		24%

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

IS WORK OVER?

27%

#151 / 763

Backend developer

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.

Task	Share	AI	Points
Endpoint, the contract and the test. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Spike, the queue and the one that drops. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Key, the secret and not leaving it in the repo. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Migration, the rollback and not improvising in prod. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Product, the deadline and not cutting the one that matters. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That it takes the spike, and not leaving the key. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		27%

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