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Will AI replace Pesticide Handlers, Sprayers, and Applicators, Vegetation?

Mix or apply pesticides, herbicides, fungicides, or insecticides through sprays, dusts, vapors, soil incorporation, or chemical application on trees, shrubs, lawns, or crops. The percentage shown is a task-exposure model, not a prediction of certain job loss.

O*NET 30.3 · 37-3012.00 · modeled exposure, not guaranteed job loss
LOW TASK EXPOSURE
30%
Estimated share of representative tasks exposed to current AI capabilities.
Last updatedAugust 20, 2026
Evidence confidenceMedium
Browse this risk tierLower exposure jobs →
Task automation shareⓘ
30%Automatable
Automatable30%
Augmentable39%
Hard to automate31%
Based on analysis of representative responsibilities and current AI capability maturity.
Category#
Trades & Physical
Field & Physical
Modeled pay midpoint$
$83,300/yr
Directional estimate — verify locally
Time until impact⌁
6–10+ years
Earliest 2032 · widespread 2036+
Task-level replaceability ⓘ
Representative tasks ranked from highest to lowest AI exposure.
◇Mix pesticides, herbicides, or fungicides for application to trees, shrubs, lawns, or botanical crops.40%
⚙Fill sprayer tanks with water and chemicals, according to formulas.27%
✦Physical dexterity in unpredictable settings24%
✦Safety responsibility and on-site judgment20%
▥Lift, push, and swing nozzles, hoses, and tubes to direct spray over designated areas.13%
Impact timeline ⓘ
How AI assistance may move from early support to wider adoption.
2032Next2036+
Light supportAI provides limited help with mix pesticides, herbicides, or fungicides for application to trees, shrubs, lawns, or botanical crops..
AugmentationTools improve productivity without owning outcomes.
Human-ledCore work stays anchored in physical dexterity in unpredictable settings.
6–10+ yearsdirectional confidence window
HOW AI CHANGES THIS JOBtyping the logic in plain English
01>Start with the real work done by Pesticide Handlers, Sprayers, and Applicators, Vegetation.
02>AI can help with: Mix pesticides, herbicides, or fungicides for application to trees, shrubs, lawns, or botanical crops.
03>If a task is repetitive and easy to check, AI pressure goes up.
04>But a person is still needed for: Physical dexterity in unpredictable settings.
05>Likely result: AI mostly acts as a helper while the core job stays human-led.
06>Important: 30% is estimated task exposure—not a 30% chance of losing the job.
What AI can do
Mix pesticides, herbicides, or fungicides for application to trees, shrubs, lawns, or botanical crops.LOW MATCH
Fill sprayer tanks with water and chemicals, according to formulas.LOW MATCH
Lift, push, and swing nozzles, hoses, and tubes to direct spray over designated areas.LOW MATCH
How estimates work →
Your human moat
◆

Physical dexterity in unpredictable settings

HIGH MOAT

Combined with safety responsibility and on-site judgment, this keeps a human in the loop.

Strength8.9
Similar-role comparison
RoleRisk
Pesticide Handlers, Sprayers, and Applicators, Vegetation30%
Building Cleaning Workers, All Other30%
Pest Control Workers29%
Grounds Maintenance Workers, All Other31%
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Why this score?

✓The model evaluates 3 representative core tasks.
✓The core work depends on presence, dexterity, or accountability.
✓Occupation and task language comes from O*NET 30.3.
✓The strongest human advantage is physical dexterity in unpredictable settings.
Research basis

O*NET 30.3 occupation tasks plus the ILO 2025 exposure framework. Scores are directional estimates.

Read ILO research →
Data: O*NET 30.3 · Model framework: ILO 2025O*NET 37-3012.00Share report
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Sources for this report

Official occupation tasks; timeline remains uncertain Scores are directional estimates and sources do not endorse this site’s exact percentage.

O*NET 37-3012.00 occupation profile ↗ILO Generative AI and Jobs 2025 ↗Scoring methodology →

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