Occupation baseline · Research consensus
Will AI replace Landscape Architects?
Baseline AI displacement risk for Landscape Architects, aggregated from 6 research sources.
What this score means
Landscape Architects leans toward the safer end for Engineering. Parts of the role touch tasks AI is getting good at, but the core still depends on hands on work or judgment that resists automation. At 34 out of 100 it sits close to the Engineering average of 36. Across the 6 sources behind this baseline, individual estimates run from 14 to 46, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Landscape Architects, most central first, showing 12 of 19.
- 01Confer with clients, engineering personnel, or architects on landscape projects.
- 02Analyze data on conditions such as site location, drainage, or structure location for environmental reports or landscaping plans.
- 03Inspect landscape work to ensure compliance with specifications, evaluate quality of materials or work, or advise clients or construction personnel.
- 04Prepare site plans, specifications, or cost estimates for land development.
- 05Integrate existing land features or landscaping into designs.
- 06Collaborate with architects or related professionals on whole building design to maximize the aesthetic features of structures or surrounding land and to improve energy efficiency.
- 07Prepare graphic representations or drawings of proposed plans or designs.
- 08Inspect 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.
- 09Collaborate with estimators to cost projects, create project plans, or coordinate bids from landscaping contractors.
- 10Create landscapes that minimize water consumption such as by incorporating drought-resistant grasses or indigenous plants.
- 11Develop planting plans to help clients garden productively or to achieve particular aesthetic effects.
- 12Manage the work of subcontractors to ensure quality control.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 6 research sources that scored Landscape Architects for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 03Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025International Labour Organization, Working Paper 140 (2025)
- 04Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 05GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 06AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Landscape Architects?
- Published research puts Landscape Architects at 34 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Landscape Architects?
- Only partly. Individual estimates for Landscape Architects run from 14 to 46 out of 100 across the 6 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which engineering roles face similar AI exposure?
- The closest published engineering roles to Landscape Architects by score are Electrical and Electronic Engineering Technologists and Technicians (34/100), Fire-Prevention and Protection Engineers (34/100), and Industrial Engineering Technologists and Technicians (34/100). Each has its own page with the research behind its number.
Also covers
AP BD+C (Accredited Professional in Building Design and Construction) · Environmental Designer · Environmental Planner · Exterior Designer · Golf Course Architect · Golf Course Designer · Indoor Landscape Architect · Land Planner and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
Your number is not the baseline
Seniority, sector, and how much of your day is routine all shift the score. Answer a few questions and get your personal risk score free, no signup.
Get my personal scoreFree · No credit card · No signup
More engineering occupations
- Electrical and Electronic Engineering Technologists and Technicians34/100
- Fire-Prevention and Protection Engineers34/100
- Industrial Engineering Technologists and Technicians34/100
- Mechatronics Engineers34/100
- Mining and Geological Engineers, Including Mining Safety Engineers34/100
- Water/Wastewater Engineers34/100
- Civil Engineers33/100
- Electrical Engineers33/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.