Pesticide Handlers, Sprayers, and Applicators, Vegetation

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

No strongly automatable task in the current data release.

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Lift, push, and swing nozzles, hoses, and tubes to direct spray over designated areas.19
• Start motors and engage machinery, such as sprayer agitators or pumps or portable spray equipment.25
• Connect hoses and nozzles selected according to terrain, distribution pattern requirements, types of infestations, and velocities.25

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 28 puts Pesticide Handlers, Sprayers, and Applicators, Vegetation in the least-exposed quarter of analyzed occupations. In practice, exposure this level is about the mix: 0 of 10 analyzed tasks lean automatable, 0 augmentable, and 10 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

One next move: lean into the durable core above and adopt AI on the routine remainder before it becomes a mandate.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

• $46,340median wage
• 27,050employed
• 4,100annual openings
• +3.7%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Landscaping and Groundskeeping Workers 24
• Agricultural Equipment Operators 36
• Pest Control Workers 47
• Water and Wastewater Treatment Plant and System Operators 59
• Cleaners of Vehicles and Equipment 40
• Farmworkers and Laborers, Crop, Nursery, and Greenhouse 37

FAQ — Pesticide Handlers, Sprayers, and Applicators, Vegetation

What does a score of 28 mean for a Pesticide Handlers, Sprayers, and Applicators, Vegetation?

It means that, weighted across the 10 tasks we analyzed for this role, the task mix sits at 28 on a 0–100 exposure scale — in the least-exposed quarter of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

This role has no strongly automatable task in the current data release.

Which parts of this job are most durable?

The most durable responsibilities are: Lift, push, and swing nozzles, hoses, and tubes to direct spray over designated areas; Start motors and engage machinery, such as sprayer agitators or pumps or portable spray equipment; Connect hoses and nozzles selected according to terrain, distribution pattern requirements, types of infestations, and velocities. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.