INDUSTRY DEEP DIVE • Updated 2026
AI Impact on Agriculture, Environmental & Natural Resources: Elevated Risk
Professionals in Agriculture, Environmental & Natural Resources. We analyzed 10 careers in this industry — here's what AI is doing to them.
WHAgriculture, Environmental & Natural Resources ranks #14 of 26 industries by AI displacement risk, with an average displacement score of 57%. 0 of 10 careers face critical risk (85%+), while 2 remain at low risk. The most affected role is Agricultural Laborer / Farm Worker at 78%; the safest is Arborist / Tree Surgeon at 40%.
Industry Rank
#14
of 26 industries by risk
Avg Displacement Score
57%
Elevated risk band
Careers Analyzed
10
0 critical • 1 high • 2 low
Top 10 most at-risk agriculture, environmental & natural resources careers
Ranked by AI displacement score (higher = more vulnerable to AI replacement).
5 safest agriculture, environmental & natural resources careers
Roles least exposed to AI displacement based on our analysis.
Get your personalized agriculture, environmental & natural resources risk score
Our 2-minute AI Career Risk Assessment gives you a personalized score for your specific role in agriculture, environmental & natural resources, plus a tailored action plan with skill recommendations and adjacent-career options.
Frequently asked questions
Which agriculture, environmental & natural resources jobs are most at risk from AI?
The 10 agriculture, environmental & natural resources careers we analyzed have an average AI displacement score of 57%. 0 face critical risk (85%+), 1 face high risk (70-84%). The most at-risk role is Agricultural Laborer / Farm Worker at 78%.
Which agriculture, environmental & natural resources jobs are safest from AI?
2 agriculture, environmental & natural resources careers have low displacement risk (under 50%). The safest role we analyzed is Arborist / Tree Surgeon at 40%. Roles requiring physical presence, direct human judgment, or regulated decision-making tend to score lower.
How does Agriculture, Environmental & Natural Resources compare to other industries?
Agriculture, Environmental & Natural Resources ranks #14 of 26 industries by AI displacement risk. The most affected industries (Office Admin, Customer Service, Data Entry) have averages above 75%. The least affected (Healthcare practitioners, Skilled Trades, Personal Care) average below 40%.
What can I do if my agriculture, environmental & natural resources job is at risk?
Take our 2-minute AI Career Risk Assessment to get a personalized risk score for your specific role and a tailored action plan. We provide skill-development recommendations, AI-tool training paths, and adjacent-career options for agriculture, environmental & natural resources workers facing displacement risk.
Are these AI displacement scores accurate?
Our scores are computed from a methodology combining task-level automation feasibility, real-world AI adoption signals (vendor deployments, layoff data, productivity studies), and time-horizon estimates. We update scores when new data warrants. See our methodology page for full detail.
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