Community Sentiment
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Do you agree with the AI automation risk score calculated for this occupation?
AI Automation Index
Task-level automation exposure for First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers: 28 O*NET tasks scored against their work activities, plus the simulator.
Automation Exposure
28 of 28 tasks scored
Median Salary
BLS OEWS, May 2025 — this exact occupation
Employment Level
130,760 people hold this job — size, not growth
Projected 2025–35
23,900 openings a year · BLS line item
BLS OEWS publishes 54 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.
$37,510 – $74,340
Highest medians
Lowest medians
State figures come from the 37-1012 row in the May 2025 state panel. States where the estimate was suppressed or too small to publish are absent.
Each task is mapped to its work activities, scored for AI automation potential, and weighted by how important those activities are to the job. These are the components.
Importance-weighted mean of the scored tasks. This is the headline index.
Share of weighted tasks in hands-on or machine-operating work activities.
Share in analysis, decisions, teaching, directing, advising, or caring for others.
Share in documenting, recording, and administrative activities.
Share of weighted tasks O*NET rewrote in a recent update. Reported, not folded into the score.
O*NET's own rating of how serious an uncorrectable mistake would be here — respondents, not us. Deliberately not in the index: the score measures what AI can do with the task content, and multiplying it by stakes would be our judgment dressed as data.
28 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.
7 tasks
11 tasks
10 tasks
Move your week away from the high-exposure tasks and toward the ones that need judgment. The simulator recalculates the index as you shift the mix.
Simulate Upskilling →Tasks O*NET added or rewrote for this occupation in its recent updates (05/2025 – 08/2026), with who proposed them. Additions are not in the scored task inventory — they are new work O*NET is still measuring, so they appear here and nowhere in the index. A Revision replaces a task that is scored, which is why only those move the "Rewritten by O*NET" share.
Repair irrigation systems.
Establish and enforce operating procedures and work standards that will ensure adequate performance and personnel safety.
decision support — Drafts standards; organizational adoption and judgment human
Schedule work for crews, depending on work priorities, crew or equipment availability, or weather conditions.
decision support — Algorithmic scheduling with human handling constraints and exceptions
Tour grounds, such as parks, botanical gardens, cemeteries, or golf courses, to inspect conditions of plants and soil.
visual inspection — Grounds/building condition assessment is physical
Monitor project activities to ensure that instructions are followed, deadlines are met, and schedules are maintained.
visual inspection — Physical work inspection against standards
Direct activities of workers who perform duties, such as landscaping, cultivating lawns, or pruning trees and shrubs.
interpersonal — Supervising maintenance workers is live, accountable leadership
Inspect completed work to ensure conformance to specifications, standards, and contract requirements.
visual inspection — Physical work inspection against standards
Plant or maintain vegetation through activities such as mulching, fertilizing, watering, mowing, or pruning.
physical manipulation — Hands-on trimming of vegetation in the field
Direct or perform mixing or application of fertilizers, insecticides, herbicides, or fungicides.
physical manipulation — Chemical preparation requires hands-on handling
Train workers in tasks such as transplanting or pruning trees or shrubs, finishing cement, using equipment, or caring for turf.
interpersonal — Policy instruction content aided, delivery human
Prepare service estimates based on labor, material, and machine costs and maintain budgets for individual projects.
data analysis — Maintenance cost estimation from specs
Identify diseases or pests affecting landscaping and order appropriate treatments.
visual inspection — Landscape inspection needs on-site visual assessment
Inventory supplies of tools, equipment, or materials to ensure that sufficient supplies are available and items are in usable condition.
data analysis — Digital inventory records reconcile well; physical counts need humans
Maintain required records, such as personnel information or project records.
data analysis — Log work hours and activities into systems
Perform personnel-related activities, such as hiring workers, evaluating staff performance, or taking disciplinary actions when performance problems occur.
decision support — Hiring judgment with legal accountability
Provide workers with assistance in performing duties as necessary to meet deadlines.
physical manipulation — Physical assisting of skilled trades on site
Prepare or maintain required records, such as work activity or personnel reports.
data analysis — Log work hours and activities into systems
Investigate work-related complaints to verify problems and to determine responses.
decision support — Complaint triage aided; interviews and judgment human
Perform administrative duties, such as authorizing leaves or processing time sheets.
data analysis — Log work hours and activities into systems
Confer with other supervisors to coordinate work activities with those of other departments or units.
interpersonal — Maintenance coordination tied to physical scheduling
Direct or assist workers engaged in the maintenance or repair of equipment, such as power tools or motorized equipment.
interpersonal — Supervising maintenance workers is live, accountable leadership
Review contracts or work assignments to determine service, machine, or workforce requirements for jobs.
decision support — Broad resource determination needs organizational judgment
Order the performance of corrective work when problems occur and recommend procedural changes to avoid such problems.
decision support — Drafts standards; organizational adoption and judgment human
Confer with managers or landscape architects to develop plans or schedules for landscaping maintenance or improvement.
interpersonal — Maintenance coordination tied to physical scheduling
Recommend changes in working conditions or equipment used to increase crew efficiency.
decision support — Drafts policy options; political judgment owned by human
Answer inquiries from current or prospective customers regarding methods, materials, or price ranges.
interpersonal — Cost/service explanation requires site-specific human input
Install or maintain landscaped areas, performing tasks such as removing snow, pouring cement curbs, or repairing sidewalks.
physical manipulation — Manual snow removal with tools outdoors
Design or supervise the installation of sprinkler systems, calculating water pressure, or valve and pipe coverage needs.
data analysis — Maintenance cost estimation from specs
Negotiate with customers regarding fees for landscaping, lawn service, or groundskeeping work.
interpersonal — Cost/service explanation requires site-specific human input
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<script src="https://giniloh.com/embed.js" async></script> Community Sentiment
Do you agree with the AI automation risk score calculated for this occupation?
Method
Check: across the 910 occupations where O*NET also rates how far machine speed sets the pace, this index moves opposite to it (Spearman ρ = -0.49). The more a job is paced by equipment, the less of its task content AI can address — the relationship you would expect if the scoring is working.
Sources · O*NET 31.0 (task records to 08/2026) · BLS OEWS May 2025 · BLS projections 2025-2035 · rubric v2.1 · tasks for O*NET, not a forecast
See the full method →Related Article
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