Landscape Architects

Construction, Maintenance & Repair

AI exposure

  • Data source: BLSPublished: 2026-08

    High· relative

    LowFour relative bandsVery high

    Group-level value

    Scale, basis and source

    Four relative bands (Low / Moderate / High / Very high)

    831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band

    Source dataset (XLSX download)

  • Data source: AnthropicPublished: 2026-03

    0.000

    0.000Range of values carried here0.745
    Scale, basis and source

    Observed exposure index, 0–1 as published

    Mapped onto O*NET tasks

    Source dataset

  • Data source: ILOPublished: 2025

    0.37

    0.09Range of values carried here0.70

    Group-level value

    Scale, basis and source

    Generative AI exposure index, 0–1 as published

    ISCO-08 unit group — every occupation sharing the code gets this value

    Computed by this site, not published by the ILO: of the 1,012 occupations this site links to the ILO dataset, 53% score at or above this value.

    Source dataset

What kind of figure this source publishes

The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.

Task-level exposure

Exposed tasks only
TaskClaude.aiRaw / share %
Develop marketing materials, proposals, or presentation to generate new work opportunities.

17-1012

0.028341.8
Prepare graphic representations or drawings of proposed plans or designs.

17-1012

0.017225.3
Develop planting plans for clients to assist them to garden productively or achieve particular aesthetic effects.

17-1012

0.007611.2
Prepare conceptual drawings, graphics, or other visual representations of land areas to show predicted growth or development of land areas over time.

17-1012

0.00639.2
Present project plans or designs to public stakeholders, such as government agencies or community groups.

17-1012

0.00558.2
Prepare site plans, specifications, or cost estimates for land development.

17-1012

0.00304.4
Not observed on any surface — 13 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states.
Collaborate with architects or related professionals on whole building design to maximize the aesthetic features of structures or surrounding land and to improve energy efficiency.
—0
Create landscapes that minimize water consumption such as by incorporating drought-resistant grasses or indigenous plants.
—0
Design and integrate rainwater harvesting or gray and reclaimed water systems to conserve water into building or land designs.
—0
Identify and select appropriate sustainable materials for use in landscape designs, such as using recycled wood or recycled concrete boards for structural elements or recycled tires for playground bedding.
—0
Confer with clients, engineering personnel, or architects on landscape projects.
—0
Analyze data on conditions such as site location, drainage, or structure location for environmental reports or landscaping plans.
—0
Inspect landscape work to ensure compliance with specifications, evaluate quality of materials or work, or advise clients or construction personnel.
—0
Integrate existing land features or landscaping into designs.
—0
Manage the work completed by subcontractors to ensure quality control.
—0
Research latest products, technology, or design trends to stay current in the field.
—0
Inspect proposed sites to identify structural elements of land areas or other important site information, such as soil condition, existing landscaping, or the proximity of water management facilities.
—0
Collaborate with estimators to cost projects, create project plans, or coordinate bids from landscaping contractors.
—0
Provide follow-up consultations for clients to ensure landscape designs are maturing or developing as planned.
—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

Occupation information