Mostly Resilient

Last Update: 10/7/2026

AI Resilience Score for Range Managers:

55.4%

Median Score

Meaningful human contribution

High

Long-term employer demand

Med

Sustained economic opportunity

Med

Our confidence in this score:
Medium

Methodology and Scoring Rationale

To score how resilient range management is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For range managers, five of eight sources had data. The AI exposure sources showed broad agreement: both Will Robots Take My Job and OpenAI Signals rated resilience high, while our AI Resilience Model landed at medium, a mild split that holds confidence at medium. Strong human contribution scores offset moderate demand and pay signals, placing range managers at "Mostly Resilient."

AI Resilience Report forRange Managers

$73,010 median salary•2,100 annual openings•SOC Code: 19-1031.02

Range Managers are somewhat more resilient to AI impacts than most occupations, according to our analysis of 5 sources.

Range management is labeled "Mostly Resilient" because AI tools like satellite mapping and GPS virtual fencing are making the job more powerful, not replacing the person doing it. The parts of this work that require real judgment, like reading the land up close, building trust with ranchers and wildlife agencies, and making calls based on local knowledge, are very hard for AI to replicate, with automation risk under 10% for those tasks.

Learn more about how you can thrive in this position

This role is mostly resilient

Range management is labeled "Mostly Resilient" because AI tools like satellite mapping and GPS virtual fencing are making the job more powerful, not replacing the person doing it. The parts of this work that require real judgment, like reading the land up close, building trust with ranchers and wildlife agencies, and making calls based on local knowledge, are very hard for AI to replicate, with automation risk under 10% for those tasks.

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Analysis of current AI resilience

Range Managers

Updated quarterly

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Latest AI news for Range Managers

These articles highlight the evolving role of AI in risk management and its implications for range managers. The "Risk Modernization" piece outlines how AI can enhance decision-making processes, potentially improving land management strategies. Meanwhile, the "AI Job Analysis" indicates a low risk of AI replacing range managers, with only 28% of tasks automatable. This suggests that while AI will change some aspects of the job, there will still be a strong demand for human expertise in managing complex ecosystems, making the career path resilient and promising.

More Career Info

Career: Range Managers

They manage land used for grazing animals, making sure plants and soil stay healthy while balancing the needs of wildlife and livestock.

Employment & Wage Data

Median Wage

$73,010

Jobs (2025)

27,700

Growth (2025-35)

+5.3%

Annual Openings

2,100

Education

Bachelor'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

94% ResilienceCore Task

Mediate agreements among rangeland users and preservationists as to appropriate land use and management.

2

92% ResilienceCore Task

Maintain soil stability and vegetation for non-grazing uses, such as wildlife habitats and outdoor recreation.

3

92% ResilienceCore Task

Manage private livestock operations.

4

90% ResilienceCore Task

Manage forage resources through fire, herbicide use, or revegetation to maintain a sustainable yield from the land.

5

90% ResilienceCore Task

Coordinate with federal land managers and other agencies and organizations to manage and protect rangelands.

6

88% ResilienceCore Task

Plan and direct construction and maintenance of range improvements, such as fencing, corrals, stock-watering reservoirs, and soil-erosion control structures.

7

88% ResilienceCore Task

Plan and implement revegetation of disturbed sites.

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.

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