Science · SOC 19-1031.02
Range management is overwhelmingly physical and site-specific; AI adds modest help in monitoring and planning.
Hands-on, interpersonal or high-stakes work AI struggles to replace.
Timeline: Satellite monitoring and drone surveys will handle more routine assessment by 2028, but physical inspections and rancher relationships stay human for the foreseeable future.
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$87,330 median pay
$46,790 median pay
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$104,240 median pay
AI job-risk card
Range Managers is resilient on AIFear. Hands-on, interpersonal or high-stakes work AI struggles to replace.
AIFear.com
Our AI Fear Score for Range Managers is 28/100 (Resilient). Hands-on, interpersonal or high-stakes work AI struggles to replace.
28 out of 100, based on an AI-model review of this occupation's O*NET tasks against what current AI can actually do.
Most exposed: Vegetation measurement and documentation, Grazing permit compliance tracking, Planning revegetation using modeling software. Harder to automate: On-range inspection and livestock assessment, Physical construction of range improvements, Hands-on fire and herbicide management, Reading terrain and seasonal grazing conditions.
Lean into Remote sensing for rangeland monitoring, Grazing systems planning, Environmental compliance, Collaborative land management. Consider roles such as Rangeland program director or Wildlife habitat manager or Federal lands administrator.
Tasks, skills and AI-exposure for this role were reviewed by an AI model against its O*NET task profile (curated roles use published research anchors). Pay and employment, where shown, are U.S. BLS OEWS (May 2024) figures. This is an estimate, not a prediction about any individual's job. Compare all occupations.