As of June 2026, Agricultural Technicians has an AI-exposure score of 62/100 (Elevated exposure) on the AI-Safe Careers index, blending O*NET tasks, the Anthropic Economic Index, the Penn/OpenAI study, and BLS data. This is an estimate of task exposure, not a prediction of job loss.

AI Exposure Score for

Agricultural Technicians

62/100
Elevated exposure
LowModerateElevatedHighVery High

More exposed than 74% of the roles we track. Median pay ~US$49,630. About 2,900 projected openings a year (BLS 2024–34 — growth plus replacement).

Pay & demand figures are US medians (BLS, in USD) — your local figures will differ. Your exposure score applies broadly.

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Data sources, not endorsements: O*NET task data, BLS employment/pay/demand, and Anthropic Economic Index signals.Methodology Data sources
Role snapshot

What this role usually involves

O*NET 29.1 exact occupation

Work with agricultural scientists in plant, fiber, and animal research, or assist with animal breeding and nutrition. Set up or maintain laboratory equipment and collect samples from crops or animals. Prepare specimens or record data to assist scientists in biology or related life science experiments. Conduct tests and experiments to improve yield and quality of crops or to increase the resistance of plants and animals to disease or insects.

Common titles
Agricultural Research Technician (Agricultural Research Tech)Agricultural Technician (Agricultural Tech)Agriculture AssistantSeed AnalystAgricultural Research TechnologistAgronomy Research Technician (Agronomy Research Tech)
Typical preparation
Medium Preparation Needed: Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree. Previous work-related skill, knowledge, or experience is required for these occupations. For example, an electrician must have completed three or four years of apprenticeship or several years of vocational training,...
Skills and knowledge
Reading ComprehensionCritical ThinkingActive LearningJudgment and Decision MakingMonitoringWriting
Tools and technology
Microsoft ExcelMicrosoft Office softwareMicrosoft AccessMicrosoft OutlookMicrosoft PowerPointMicrosoft Word
Work context
Face-to-face discussionsEmail useFrequent contact with othersDecision latitudeTelephone

Source: O*NET 29.1 exact occupation - Agricultural Technicians, SOC 19-4012.00. Context describes the role; the AI-exposure score remains a separate task-exposure estimate.

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Agricultural Technicians tasks, by AI exposure

Automatable
  • Record environmental data from field samples of soil, air, water, or pests to monitor the effectiveness of integrated pest management (IPM) practices.
  • Set up laboratory or field equipment as required for site testing.
  • Maintain or repair agricultural facilities, equipment, or tools to ensure operational readiness, safety, and cleanliness.
9 more automatable tasks locked in the report.
Augmentable
  • Collect animal or crop samples.
  • Examine animals or crop specimens to determine the presence of diseases or other problems.
6 more augmentable tasks locked in the report.
Durable

No durable tasks identified for this role — its real, individually-assessed tasks consistently read as automatable (60%).

We analyzed all 20 Agricultural Technicians tasks — 12 automatable and 8 augmentable. The full task map — every task with exactly what to do about each — is in your Career Report.

Your report unlocks three concrete artifacts

Full task map

Every task scored with what to automate, augment, or protect.

Safer role shortlist

5-10 adjacent roles with salary, demand, and reachability.

30/60/90 plan + PDF

A keepable roadmap plus resume and LinkedIn repositioning.

Grounded in O*NET + the Anthropic Economic Index + BLS — not generic ChatGPT advice.

Safer adjacent roles

Biological Technicians
80% skills overlap · High exposure · ~US$57,510
63
7 more safer roles with salary, demand & a reachability map — in your Career Report.
AI-augmentation kit (prompt preview) You are my AI copilot for "Record environmental data from field samples of soil, air, water, or pests to monitor the effectiveness of integrated pest management (IPM) practices.". I'll paste the inputs; draft the first version and flag exactly what needs my judgment, then iterate until…
The full, copy-paste-ready prompt — one per exposed task — is in your Career Report.

Your AI-Safe Career Report

Every task scored with what to do about it · 5–10 safer roles with salary, demand & reachability · skill-gap map · a 30/60/90-day roadmap · plus a résumé & LinkedIn rewrite · PDF.
Grounded in O*NET + the Anthropic Economic Index + BLS — personalized to your role.

Workers with AI skills earn a roughly 62% wage premium — adapting pays. — PwC Global AI Jobs Barometer, 2026

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Important: This is an estimate of AI exposure, not a prediction that your job will disappear. It is designed to help you understand how your role may change and improve your career resilience.