Can AI Replace Pesticide Handlers, Sprayers, and Applicators, Vegetation in 2026?

Lower exposure. AI could handle about 9% of today's pesticide handlers, sprayers, and applicators, vegetation tasks by 2036, and there is a 9% chance the number of jobs falls by a fifth or more. AI mostly assists people in this role.

See how not to be replaced

Timeline

Year2030

Tasks AI can do

Headcount (2025 = 100)

100

Chance of 20%+ fewer jobs

8% 2030 · 9% 2036

One person could cover, 2036

~1 roles

Share of today's tasks AI can perform

Headcount index, 2025 = 100 (dashed line)

Your survival map

Not every part of your job is at the same risk. Tap a number to see what to do about each task.

Your human coreDo it with AIHand to AI

Tap a number on the map or a task below.

Your plan

Ticks are saved in this browser only.

Try an AI tool on one task you'd normally do by hand: "Identify lawn or plant diseases to determine the appropriate course of treatment".Get visibly better at your human core: "Mix pesticides, herbicides, or fungicides for application to trees, shrubs, lawns, or botanical crops".Rewrite the top of your CV around judgment, people and decisions, not routine output.

Similar occupations

Agricultural Equipment Operators · Farmworkers and Laborers, Crop, Nursery, and Greenhouse · Landscaping and Groundskeeping Workers · First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers

Based on 10 O*NET tasks for "Pesticide Handlers, Sprayers, and Applicators, Vegetation" (SOC 37-3012.00). LLM alone: 0% of tasks; with AI tools: 11%. Projections are a model, not official statistics. How we calculate this · Data version 2026-10