How much of this occupation’s work can be materially affected by current AI systems.
How likely exposure is to translate into reduced human demand.
Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured
Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.
What is driving the score?
Occupation scores are built from the task mix—not a single prediction about a job title.
Where AI can do more
Routine, digitized, and highly repeatable tasks face the greatest pressure.
- Integrate existing land features or landscaping into designs.76
- Analyze data on conditions such as site location, drainage, or structure location for environmental reports or landscaping plans.75
- 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.75
- Research latest products, technology, or design trends to stay current in the field.75
Where people still matter
These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.
- 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.01
- Integrate existing land features or landscaping into designs.02
- Prepare site plans, specifications, or cost estimates for land development.03
- Analyze data on conditions such as site location, drainage, or structure location for environmental reports or landscaping plans.04
- Prepare graphic representations or drawings of proposed plans or designs.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Architects, Except Landscape and Naval
Closely related work
Compare these careers →Environmental Restoration Planners
Closely related work
Compare these careers →Architectural and Civil Drafters
Closely related work
Compare these careers →Civil Engineers
Closely related work
Compare these careers →Sustainability Specialists
Closely related work
Compare these careers →First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers
Related work
Compare these careers →Adoption and labour-market outlook
Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.
O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.
