19-4012.01

Precision Agriculture Technicians

Apply geospatial technologies, including geographic information systems (GIS) and Global Positioning System (GPS), to agricultural production or management activities, such as pest scouting, site-specific pesticide application, yield mapping, or variable-rate irrigation. May use computers to develop or analyze maps or remote sensing images to compare physical topography with data on soils, fertilizer, pests, or weather.

Moderate Risk

AI will partially reshape this role

Safer than 56% of occupations we track

Frey & Osborne (2013) estimated 50% probability of automation for this role

paper →

56%

of jobs safer

445

jobs riskier than this

+4.3%

projected growth

Disruption Vector

Disruption Type

Hybrid Threat

Both AI software and physical automation threaten different aspects of this role, creating a compound risk from multiple directions.

AI-powered precision agriculture platforms like John Deere's See & Spray and Climate Corporation's FieldView automate the variable-rate application planning and crop stress detection that precision ag technicians have traditionally performed manually. Calibrating sensors and equipment in the field, troubleshooting connectivity in remote farm environments, and working with farmers to interpret AI recommendations still require on-site human expertise. Through 2027 this role evolves rather than disappears; technicians who can bridge AI platform adoption with practical farm operations will be in demand.

Disrupted byBoston DynamicsChatGPT / GPT-4oAmazon Robotics

Salary & Job Outlook

Median Annual Pay

$46,790

US Bureau of Labor Statistics

10-Year Job Growth

+4.3%

As fast as average

Education Required

Associate's degree

Job Zone 3 / 5

AI Risk Timeline

5.5

5.8

6.1

6.7

Today

Current AI exposure

5 Years

Near-term outlook

10 Years

Medium-term risk

20 Years

Long-term trajectory

Projection model: Based on current AI capability growth rates. High-risk occupations are projected to see compounding automation pressure, while human-centric roles show slower risk accumulation. These are statistical projections, not guarantees.

Skills Analysis — AI Vulnerability

AI can replicate (0)

AI-resistant (2)

Mixed

Active Listening75%

Speaking72%

Service Orientation70%

Coordination68%

Time Management65%

Career Pivot Paths

If you're a Precision Agriculture Technicians, consider pivoting toward these lower-risk roles:

ChoreographersFaster than average

Hybrid Threat·Risk: 1.5/10·-4.0 pts safer

Forensic Science TechniciansMuch faster than average

Hybrid Threat·Risk: 1.6/10·-3.9 pts safer

Makeup Artists, Theatrical and PerformanceFaster than average

Human-Centric·Risk: 1.6/10·-3.9 pts safer

Veterinary Technologists and TechniciansFaster than average

Human-Centric·Risk: 1.7/10·-3.8 pts safer

Share Your Results

amicooked-five.vercel.app

Precision Agriculture Technicians

5.5

/ 10

Moderate Risk

55% automation risk

"Safe-ish. AI is your coworker, not your replacement. Yet."

Share on X (Twitter)

WhatsApp LinkedIn

Tweet preview

I just checked if I'm cooked as a Precision Agriculture Technicians 🤖 AI risk score: 5.5/10 — Moderate Risk "Safe-ish. AI is your coworker, not your replacement. Yet." Check yours 👇 https://amicooked-five.vercel.app/results/19-4012.01 #AmICooked #AI #FutureOfWork

Your score badge

AM I COOKED?

PRECISION AGRICULTURE TECHNICIANS

5.5

/ 10

MODERATE RISK

amicooked-five.vercel.app

Screenshot this card to share on Instagram or TikTok 📸

You're safer than a Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel but riskier than a Environmental Engineers.

This analysis is for informational purposes only and is based on statistical models and academic research. It does not constitute career advice and is not a guarantee of future employment outcomes. AI impact varies significantly by employer, region, and individual circumstances. Learn about our methodology →