Job Check
Range Managers
Research or study range land management practices to provide sustained production of forage, livestock, and wildlife.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Tailor conservation plans to landowners' goals, such as livestock support, wildlife, or recreation.AI could speed this up, with extra tools
- 02Study grazing patterns to determine number and kind of livestock that can be most profitably grazed and to determine the best grazing seasons.AI could speed this up, with extra tools
- 03Maintain soil stability and vegetation for non-grazing uses, such as wildlife habitats and outdoor recreation.Mostly human for now
- 04Manage forage resources through fire, herbicide use, or revegetation to maintain a sustainable yield from the land.Mostly human for now
- 05Mediate agreements among rangeland users and preservationists as to appropriate land use and management.AI could speed this up, with extra tools
- 06Study rangeland management practices and research range problems to provide sustained production of forage, livestock, and wildlife.AI could speed this up, with extra tools
- 07Offer advice to rangeland users on water management, forage production methods, and control of brush.AI could speed this up, with extra tools
- 08Coordinate with federal land managers and other agencies and organizations to manage and protect rangelands.AI could speed this up, with extra tools
- 09Measure and assess vegetation resources for biological assessment companies, environmental impact statements, and rangeland monitoring programs.AI could speed this up, with extra tools
- 10Plan and implement revegetation of disturbed sites.AI could speed this up, with extra tools
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job lossToo little dataNot enough work use was seen to measure. This does not mean the job is safe from AI.Anthropic, 2026
37%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 52% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Above 42% of jobsin how much of this job’s physical work robots have been shown to do, from factories to homes (2026).Anthropic, 2026
Your human edge
The main tasks with no real AI use seen and no big speed-up expected. This is where your skill counts most today.
- Maintain soil stability and vegetation for non-grazing uses, such as wildlife habitats and outdoor recreation.
- Manage forage resources through fire, herbicide use, or revegetation to maintain a sustainable yield from the land.