Somewhat Resilient
Last Update: 10/7/2026
AI Resilience Score for Agricultural Technicians:
49.1%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
AI Resilience Report forAgricultural Technicians
$49,630 median salary•2,800 annual openings•SOC Code: 19-4012.00
Agricultural Technicians are somewhat less resilient to AI impacts than most occupations, according to our analysis of 7 sources.
Agricultural technicians are "Somewhat Resilient" because AI is genuinely changing the day-to-day work in meaningful ways, even if it is not eliminating the career entirely. Tasks like manual crop monitoring and basic field data collection are being handed off to drones and robots, which means the job is shifting toward installing, calibrating, and interpreting these new digital systems rather than doing the old hands-on tasks.
Learn more about how you can thrive in this position
This role is somewhat resilient
Agricultural technicians are "Somewhat Resilient" because AI is genuinely changing the day-to-day work in meaningful ways, even if it is not eliminating the career entirely. Tasks like manual crop monitoring and basic field data collection are being handed off to drones and robots, which means the job is shifting toward installing, calibrating, and interpreting these new digital systems rather than doing the old hands-on tasks.
Read full analysisAnalysis of current AI resilience
Agricultural Technicians
Updated quarterly
How can Agricultural Technicians prepare for AI?
Latest AI news for Agricultural Technicians
These articles highlight the growing importance of AI in agriculture, particularly for Agricultural Technicians. For instance, the collaboration between IIT Ropar’s ANNAM.AI and Syngenta shows how tech innovation can tackle sustainable farming challenges. Additionally, the push for AI by U.S. farmers emphasizes the need for technicians to adapt to sophisticated tools that enhance productivity and sustainability. Embracing these technologies will be crucial for future career resilience, enabling technicians to significantly contribute to food security and efficient farming practices.
Transforming Agriculture: The Impact of AI on the Future of ...
tnfarmbureau.org • 9/20/2026
AI technology offers tremendous potential to optimize farming practices, enhance productivity, improve sustainability, and address the global food security ... Read more
AI in Agriculture: Pros, Cons and How to Stay Ahead - BPM
www.bpm.com • 9/20/2026
Many agricultural professionals may lack experience with advanced technologies. Training programs and ongoing support are essential for effective AI adoption. Read more
Is Artificial Intelligence the future of farming? Exploring ...
blogs.worldbank.org • 9/20/2026
Mar 12, 2025 — AI-powered computer vision also helps farmers identify weeds and pests, enabling targeted herbicide use to cut costs and minimize environmental ... Read more
IIT Ropar’s ANNAM.AI, Syngenta and Google launch HACK CORE 2026
news.careers360.com • 6/29/2026
IIT Ropar's ANNAM.AI has launched HACK CORE 2026, a national AI hackathon on sustainable agriculture in collaboration with Syngenta and...
US farms are making an urgent push into AI. It could help feed the world
www.bbc.com • 3/27/2024
American farmers are rapidly ploughing ahead with adopting artificial intelligence. The technology is as sophisticated as it is essential.
More Career Info
Career: Agricultural Technicians
They help improve farming by testing soil, studying crops, and using technology to boost plant growth and health.
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Employment & Wage Data
Median Wage
$49,630
Jobs (2025)
19,500
Growth (2025-35)
+5.4%
Annual Openings
2,800
Education
Associate's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Maintain or repair agricultural facilities, equipment, or tools to ensure operational readiness, safety, and cleanliness.
2
Perform general nursery duties, such as propagating standard varieties of plant materials, collecting and germinating seeds, maintaining cuttings of plants, or controlling environmental conditions.
3
Set up laboratory or field equipment as required for site testing.
4
Transplant trees, vegetables, or horticultural plants.
5
Perform crop production duties, such as tilling, hoeing, pruning, weeding, or harvesting crops.
6
Supervise or train agricultural technicians or farm laborers.
7
Collect animal or crop samples.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
