19-4012.00
Agricultural Technicians
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.
AI will partially reshape this role
Safer than 56% of occupations we track
Disruption Vector
Hybrid Threat
Both AI software and physical automation threaten different aspects of this role, creating a compound risk from multiple directions.
Agricultural Technicians collect field data, operate equipment, and assist scientists — physical roles that are partially automatable through precision agriculture sensors and drones, but which still require human presence for equipment maintenance, field sampling, and adaptive problem-solving. AI tools like John Deere's autonomous sprayer can handle some tasks previously done by technicians, putting moderate pressure on this role through 2027.
Salary & Job Outlook
AI Risk Timeline
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
Career Pivot Paths
If you're a Agricultural Technicians, consider pivoting toward these lower-risk roles:
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Agricultural Technicians
"Safe-ish. AI is your coworker, not your replacement. Yet."
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You're safer than a Barbers but riskier than a Aerospace 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 →