Mostly Resilient
Last Update: 8/30/2026
AI Resilience Score for Agricultural Managers:
56.0%
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.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
AI Resilience Report forFarmers, Ranchers, and Other Agricultural Managers
$89,900 median salary•70,800 annual openings•SOC Code: 11-9013.00
Farmers, Ranchers, and Other Agricultural Managers are somewhat more resilient to AI impacts than most occupations, according to our analysis of 7 sources.
Farming and ranching earn a "Mostly Resilient" label because AI is stepping in as a helpful tool rather than a replacement for the real expertise farmers bring to the job. Tasks like soil analysis, tracking crop growth, and monitoring livestock are getting a serious upgrade from AI (think smarter sprayers and GPS cattle collars), but the judgment calls, like deciding when to breed animals, how to manage land through a tough season, or building relationships with neighbors and buyers, still need a human in charge.
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More career infoAnalysisChatNewsMoreThis role is mostly resilient
Farming and ranching earn a "Mostly Resilient" label because AI is stepping in as a helpful tool rather than a replacement for the real expertise farmers bring to the job. Tasks like soil analysis, tracking crop growth, and monitoring livestock are getting a serious upgrade from AI (think smarter sprayers and GPS cattle collars), but the judgment calls, like deciding when to breed animals, how to manage land through a tough season, or building relationships with neighbors and buyers, still need a human in charge.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreAnalysis of Current AI Resilience
Agricultural Managers
Updated Quarterly
How is AI changing Agricultural Managers jobs?
Good news first: AI in farming is mostly showing up as a helpful sidekick, not a replacement for the people who work the land. American Farm Bureau President Zippy Duvall notes [1] that farmers are seeing AI roll through fields and help make decisions in real time, and points to Florida researchers whose AI-powered sprayers can distinguish weeds from tomato plants in real time and reduce herbicide use by 70% while lowering expenses for growers. That maps directly to your role's data-heavy core tasks — soil analysis, recording growth and environmental data, and keeping farm records — where AI is already doing a lot of the boring parts.
In ranching, tools like Halter use GPS collars and an app to move cattle with sound cues; a Kansas rancher told Fortune [2] the tech freed up nearly six hours per day compared to riding fences manually. The World Economic Forum frames this [3] as revolutionizing how we farm the land we already have by fusing agronomic expertise with data and AI, which is augmentation — not replacement — of judgment calls like breeding decisions or supervising construction.
Sources
How fast is AI adoption growing for Agricultural Managers?
Adoption is happening fast where the payoff is obvious. A MorganMyers survey found [4] that 48% of farmers use AI weekly or more, 83% say AI has delivered value for their operation, and 63% of farm retailers describe AI as promising but unproven. But farmers are famously careful spenders: Progressive Farmer's 2026 subscriber survey shows [5] nearly half describe themselves as "fast followers" who wait for proven results, and 62% say return on investment is the most important factor.
Cost is real — Halter starts at $9.90 per cow per month [2], which adds up as some ranches house more than 1,000 cows — and rural broadband gaps slow things further. Still, chronic labor shortages and climate pressure are pushing adoption forward: Bank of America found [6] over half of the world's farmers have adopted, or were willing to adopt, precision agriculture or AI-enabled technology. The upshot for young people curious about this career: hands-on skills like animal husbandry, land stewardship, and knowing your neighbors still matter enormously — AI just gives you sharper tools to use them.
Sources
Will AI replace Agricultural Managers?
No. We don't think AI will replace Farmers, Ranchers, and Other Agricultural Managers, though we do expect the job to change.
That view is backed by a 56.0% AI Resilience Score, which puts this career in somewhat better shape than most. The tools showing up on farms right now are helpers, not replacements. AI-powered sprayers can tell weeds from tomato plants and cut herbicide use by 70% [1], and GPS collar systems like Halter have freed up nearly six hours a day for some ranchers compared to riding fences manually [2]. The World Economic Forum frames this as fusing agronomic expertise with data, not swapping out the farmer [3].
What stays human is the judgment layer: breeding decisions, reading the land, managing unpredictable weather, and knowing your community. Those things require experience and trust that no algorithm has yet. Adoption is real but uneven. Nearly half of farmers describe themselves as cautious "fast followers" who wait for proven results [5], and cost and rural broadband gaps slow things further.
The honest picture is a career that rewards people who learn to work alongside these tools. The farmers and ranchers who stay curious and build both land skills and data literacy will be the ones who thrive.
Sources
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Latest AI news for Agricultural Managers
These articles highlight the transformative role of AI in agriculture, emphasizing its potential to enhance productivity and decision-making for farmers and ranchers. For instance, the Business Insider piece discusses how freelancers are training AI on practical farming tasks, which can lead to more efficient animal husbandry practices. Meanwhile, the BBC article underscores how AI adoption is crucial for addressing global food needs. Embracing AI can empower agricultural managers to improve yields and sustainability, fostering resilience in their careers as technology continues to evolve.
AI in Agriculture: Pros, Cons and How to Stay Ahead - BPM
www.bpm.com • 9/20/2026
AI helps farmers apply inputs like water, fertilizer and pesticides more precisely. AI leads to increased production. Farmers can make data-driven decisions ...
AI in agriculture: Progress in Implementing the European ...
www.oecd.org • 9/20/2026
Feb 18, 2026 — AI can contribute to increased crop yields, pest control, soil monitoring, workload management and optimisation of sowing and harvesting times, ... Read more
Inside the OpenAI project where freelancers train ChatGPT on everything from farming to commercial flying
www.businessinsider.com • 3/31/2026
Handshake AI contractors from niche industries were directed to create tasks that reflect real work, like animal husbandry.
AgCareers: Will AI Replace Jobs in the Agricultural Industry?
www.morningagclips.com • 5/22/2025
Some workers may feel threatened by AI, concerned they lack knowledge, can fall behind, or, in the worst-case scenario, lose their jobs.
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: Farmers, Ranchers, and Other Agricultural Managers
They grow crops and raise animals by planning, planting, and taking care of farms or ranches to produce food and other products.
Parent Careers
Employment & Wage Data
Median Wage
$89,900
Jobs (2025)
788,700
Growth (2025-35)
-3.4%
Annual Openings
70,800
Education
High school diploma or equivalent
Experience
5 years or more
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
Direct and monitor the transfer of mature fish to lakes, ponds, streams, or commercial tanks.
2
Supervise the construction of farm or ranch structures, such as buildings, fences, drainage systems, wells, or roads.
3
Manage nurseries that grow horticultural plants for sale to trade or retail customers, for display or exhibition, or for research.
4
Direct the breeding or raising of stock, such as cattle, poultry, or honeybees, using recognized breeding practices to ensure stock improvement.
5
Direct and monitor trapping and spawning of fish, egg incubation, and fry rearing, applying knowledge of management and fish culturing techniques.
6
Inspect facilities and equipment for signs of disrepair, and perform necessary maintenance work.
7
Hire, supervise, and train support workers.
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.
