Mostly Resilient

Last Update: 8/30/2026

AI Resilience Score for Landscaping Supervisors:

52.9%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Med

Sustained economic opportunity

Med

Our confidence in this score:
Medium-high

Contributing sources

Methodology and Scoring Rationale

To score how resilient landscaping supervisor work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For landscaping supervisors, all eight sources had data, which puts confidence at medium-high. AI exposure was mostly middle-ground, with Anthropic, Microsoft, and Will Robots Take My Job all rating it medium, though OpenAI Signals saw more automation risk and our AI Resilience Model saw less. Steady demand balanced weaker pay signals, landing the role at "Mostly Resilient."

AI Resilience Report forFirst-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers

$58,430 median salary23,900 annual openingsSOC Code: 37-1012.00

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers are somewhat more resilient to AI impacts than most occupations, according to our analysis of 8 sources.

Landscaping supervisors are labeled "Mostly Resilient" because the heart of their job, leading crews, making real-time decisions outdoors, and building client relationships, relies on human judgment and people skills that AI simply cannot replicate. AI is stepping in to handle time-consuming tasks like writing job descriptions, analyzing pay rates, and speeding up estimates, which actually frees supervisors to focus on the hands-on leadership work that matters most.

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This role is mostly resilient

Landscaping supervisors are labeled "Mostly Resilient" because the heart of their job, leading crews, making real-time decisions outdoors, and building client relationships, relies on human judgment and people skills that AI simply cannot replicate. AI is stepping in to handle time-consuming tasks like writing job descriptions, analyzing pay rates, and speeding up estimates, which actually frees supervisors to focus on the hands-on leadership work that matters most.

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Analysis of Current AI Resilience

Landscaping Supervisors

Updated Quarterly

Analysis
Suggested Actions
State of Automation

How is AI changing Landscaping Supervisors jobs?

If you're worried that a robot is coming for the landscaping supervisor's clipboard tomorrow — take a breath. Right now, AI is mostly helping supervisors do their jobs rather than replacing them. According to the National Association of Landscape Professionals, supervisors are using AI for the paperwork-heavy parts of the job: salary analysis, job‑posting optimization, and candidate communication so recruiters can spend more time on relationship-building [1], plus writing better job descriptions and speeding up estimates and takeoffs.

One owner told NALP that AI has not replaced any roles but has made positions more efficient, delaying the need to hire an extra person [1]. Out in the field, autonomous mowers are the biggest change — supervisors at companies like Reinhart Landscaping now oversee robotic mowers as part of their day-to-day operations [2], but this actually raises the value of a human supervisor. As one insurance expert put it, a robotic mower can't explain why it crossed a property line or damaged landscaping, so businesses still need human oversight, safety practices, and clear records [2].

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AI Adoption

How fast is AI adoption growing for Landscaping Supervisors?

Adoption is happening, but slowly and unevenly. A huge push factor is labor: USCIS hit the statutory H-2B seasonal-worker cap for fiscal 2026 [3], and Turf Magazine notes that demand for H-2B visas far exceeds the 66,000 annual supply [4], pushing owners toward robotics and AI scheduling tools. Yet the U.S. Bureau of Labor Statistics still projects grounds maintenance employment to grow 5 percent from 2025 to 2035, faster than average, with about 162,500 openings each year [5] — meaning humans are very much still needed.

Adoption slows because robotic mowers cost thousands of dollars, weather and terrain are unpredictable, and — as one Dallas recruiter told NALP — great hires come from genuine conversations and culture alignment that no algorithm can replace [1]. The bottom line: supervisors who learn to manage AI tools and robotic crews will likely become more valuable, not less.

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Will AI replace Landscaping Supervisors?

Will AI replace Landscaping Supervisors?

No. We don't think AI will replace First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers, though we do expect the job to change.

That view lines up with a 52.9% AI Resilience Score for this role. Right now, AI is mostly handling the paperwork side of the job: salary analysis, writing job descriptions, and speeding up estimates [1]. One landscaping owner told the National Association of Landscape Professionals that AI has not replaced any roles but has made positions more efficient [1]. That is augmentation, not replacement.

The bigger field change is robotic mowers. Supervisors at some companies now oversee autonomous equipment as part of daily operations, but this actually raises the value of human oversight. As one insurance expert noted, a robotic mower cannot explain why it crossed a property line or damaged a client's garden, so businesses still need someone accountable on the ground [2].

Demand also supports a stable outlook. The BLS projects grounds maintenance employment to grow 5 percent through 2035, with about 162,500 openings each year [5]. Labor shortages are pushing more owners toward automation tools, but that same pressure makes a supervisor who can manage both human crews and robotic equipment genuinely harder to replace, not easier.

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Latest AI news for Landscaping Supervisors

These articles provide valuable insights for students pursuing careers as First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers. With an AI-exposure score of 53/100, the role faces elevated risks of automation, particularly in tasks like recordkeeping and scheduling, which could see significant automation. However, the lower risk score of 36/100 for overall job functions suggests many responsibilities remain secure. Understanding these dynamics can help students prepare for a resilient career by focusing on skills that enhance human oversight and customer interaction.

More Career Info

Career: First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers

They oversee teams that maintain and beautify outdoor spaces, ensuring tasks like mowing and planting are done correctly and safely.

Employment & Wage Data

Median Wage

$58,430

Jobs (2025)

243,300

Growth (2025-35)

+4.0%

Annual Openings

23,900

Education

High school diploma or equivalent

Experience

Less than 5 years

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

94% ResilienceCore Task

Install or maintain landscaped areas, performing tasks such as removing snow, pouring cement curbs, or repairing sidewalks.

2

93% ResilienceCore Task

Provide workers with assistance in performing duties as necessary to meet deadlines.

3

92% ResilienceCore Task

Plant or maintain vegetation through activities such as mulching, fertilizing, watering, mowing, or pruning.

4

90% ResilienceCore Task

Direct or assist workers engaged in the maintenance or repair of equipment, such as power tools or motorized equipment.

5

88% ResilienceCore Task

Direct activities of workers who perform duties, such as landscaping, cultivating lawns, or pruning trees and shrubs.

6

85% ResilienceCore Task

Direct or perform mixing or application of fertilizers, insecticides, herbicides, or fungicides.

7

82% ResilienceCore Task

Establish and enforce operating procedures and work standards that will ensure adequate performance and personnel safety.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

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