UK AI Exposure · Skilled trades occupations
Groundsmen and greenkeepers
Groundsmen and greenkeepers cut and lay turf and maintain areas for golf courses and other sports grounds.
- Employees (UK)
- 38k
- Median annual pay
- £27,519
- Exposure score ?
- 0.6/10 Minimal 2.2/10 Low strict reading · with tools is 2.2/10 with-tools reading · strict is 0.6/10
- Wage exposure
- £63m £230m
Higher exposure than 31% of the 379 UK occupations we scored.
What this score means
Most of this role's work is still genuinely hard for AI to do. Physical presence, bodily skill, high-context judgment, direct human care - the things that don't translate to text.
If you're in this role, here's what to do now
You're not in the firing line today. But the frontier moves. Build enough AI fluency now that you can direct it for the parts of your work that could benefit. People in unexposed roles who understand AI become unusually valuable inside their organisations.
A handful of tasks in this role are touchable by AI, mostly around paperwork, scheduling and basic writing. The shape of the role stays the same - some parts just get faster.
If you're in this role, here's what to do now
Pick the two or three most repetitive things in your week and try an LLM on them. Most people underestimate what Claude or ChatGPT can already do for admin-shaped work. The time you get back is the dividend.
Where a project with Alex usually starts for this role
These are the highest-importance tasks a language model can already handle directly today. In a typical engagement the first wins come from building workflows around these, so they stop eating your team's time.
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Maintain required records, such as personnel information or project records.
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Prepare or maintain required records, such as work activity or personnel reports.
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Perform administrative duties, such as authorizing leaves or processing time sheets.
These are the highest-importance tasks AI can already handle when paired with the right tools and context. In a typical engagement the first wins come from building workflows around these — usually the difference between an LLM that can technically do the job and one that actually does it inside your business.
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Schedule work for crews, depending on work priorities, crew or equipment availability, or weather conditions.
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Monitor project activities to ensure that instructions are followed, deadlines are met, and schedules are maintained.
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Negotiate with customers regarding fees for landscaping, lawn service, or groundskeeping work.
Every role has three or four wedges like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days. Talk to Alex about a project →
The full task breakdown
Every O*NET task for this occupation, split by what AI can already do unaided versus what still needs a human. Importance is O*NET's 1–5 rating of how central each task is to the role.
Tasks via O*NET "First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers" (37-1012.00).
What AI can already do
4 of 28 tasks · unaided
Maintain required records, such as personnel information or project records.
Prepare or maintain required records, such as work activity or personnel reports.
Perform administrative duties, such as authorizing leaves or processing time sheets.
Review contracts or work assignments to determine service, machine, or workforce requirements for jobs.
Where humans still hold the line
24 of 28 tasks
Establish and enforce operating procedures and work standards that will ensure adequate performance and personnel safety.
Schedule work for crews, depending on work priorities, crew or equipment availability, or weather conditions.
Tour grounds, such as parks, botanical gardens, cemeteries, or golf courses, to inspect conditions of plants and soil.
Monitor project activities to ensure that instructions are followed, deadlines are met, and schedules are maintained.
Direct activities of workers who perform duties, such as landscaping, cultivating lawns, or pruning trees and shrubs.
Inspect completed work to ensure conformance to specifications, standards, and contract requirements.
Plant or maintain vegetation through activities such as mulching, fertilizing, watering, mowing, or pruning.
Negotiate with customers regarding fees for landscaping, lawn service, or groundskeeping work.
Direct or perform mixing or application of fertilizers, insecticides, herbicides, or fungicides.
Train workers in tasks such as transplanting or pruning trees or shrubs, finishing cement, using equipment, or caring for turf.
Prepare service estimates based on labor, material, and machine costs and maintain budgets for individual projects.
Identify diseases or pests affecting landscaping and order appropriate treatments.
Inventory supplies of tools, equipment, or materials to ensure that sufficient supplies are available and items are in usable condition.
Perform personnel-related activities, such as hiring workers, evaluating staff performance, or taking disciplinary actions when performance problems occur.
Provide workers with assistance in performing duties as necessary to meet deadlines.
Investigate work-related complaints to verify problems and to determine responses.
Confer with other supervisors to coordinate work activities with those of other departments or units.
Direct or assist workers engaged in the maintenance or repair of equipment, such as power tools or motorized equipment.
Order the performance of corrective work when problems occur and recommend procedural changes to avoid such problems.
Confer with managers or landscape architects to develop plans or schedules for landscaping maintenance or improvement.
Recommend changes in working conditions or equipment used to increase crew efficiency.
Answer inquiries from current or prospective customers regarding methods, materials, or price ranges.
Install or maintain landscaped areas, performing tasks such as removing snow, pouring cement curbs, or repairing sidewalks.
Design or supervise the installation of sprinkler systems, calculating water pressure, or valve and pipe coverage needs.
Tasks via O*NET "First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers" (37-1012.00).
What AI can already do
16 of 28 tasks · with tools
Schedule work for crews, depending on work priorities, crew or equipment availability, or weather conditions.
Monitor project activities to ensure that instructions are followed, deadlines are met, and schedules are maintained.
Negotiate with customers regarding fees for landscaping, lawn service, or groundskeeping work.
Prepare service estimates based on labor, material, and machine costs and maintain budgets for individual projects.
Identify diseases or pests affecting landscaping and order appropriate treatments.
Maintain required records, such as personnel information or project records.
Perform personnel-related activities, such as hiring workers, evaluating staff performance, or taking disciplinary actions when performance problems occur.
Prepare or maintain required records, such as work activity or personnel reports.
Perform administrative duties, such as authorizing leaves or processing time sheets.
Investigate work-related complaints to verify problems and to determine responses.
Review contracts or work assignments to determine service, machine, or workforce requirements for jobs.
Order the performance of corrective work when problems occur and recommend procedural changes to avoid such problems.
Confer with managers or landscape architects to develop plans or schedules for landscaping maintenance or improvement.
Recommend changes in working conditions or equipment used to increase crew efficiency.
Answer inquiries from current or prospective customers regarding methods, materials, or price ranges.
Design or supervise the installation of sprinkler systems, calculating water pressure, or valve and pipe coverage needs.
Where humans still hold the line
12 of 28 tasks
Establish and enforce operating procedures and work standards that will ensure adequate performance and personnel safety.
Tour grounds, such as parks, botanical gardens, cemeteries, or golf courses, to inspect conditions of plants and soil.
Direct activities of workers who perform duties, such as landscaping, cultivating lawns, or pruning trees and shrubs.
Inspect completed work to ensure conformance to specifications, standards, and contract requirements.
Plant or maintain vegetation through activities such as mulching, fertilizing, watering, mowing, or pruning.
Direct or perform mixing or application of fertilizers, insecticides, herbicides, or fungicides.
Train workers in tasks such as transplanting or pruning trees or shrubs, finishing cement, using equipment, or caring for turf.
Inventory supplies of tools, equipment, or materials to ensure that sufficient supplies are available and items are in usable condition.
Provide workers with assistance in performing duties as necessary to meet deadlines.
Confer with other supervisors to coordinate work activities with those of other departments or units.
Direct or assist workers engaged in the maintenance or repair of equipment, such as power tools or motorized equipment.
Install or maintain landscaped areas, performing tasks such as removing snow, pouring cement curbs, or repairing sidewalks.
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Methodology
This role's exposure score comes from Eloundou et al's 2023 GPT task labels, aggregated by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 via ISCO-08 (ONS Vol 2 coding index) and US SOC 2010 (BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional. ASHE covers employees only, so self-employed workers are not counted.
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