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Automation Risk Analysis

Will “Natural Resource Management Specialist” be Automated?

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AI Exposure Risk

49%

“Natural Resource Management Specialist” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 49% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

47%

“Natural Resource Management Specialist” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 47% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Range Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research or study range land management practices to provide sustained production of forage, livestock, and wildlife.

Job Title & Hierarchy Code (SOC) Range Managers #19-1031.02
ℹ️

Data is based on the reference occupation: “Range Managers”

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Core Skills & Abilities

  • Study rangeland management practices and research range problems to provide sustained production of forage, livestock, and wildlife.

  • Tailor conservation plans to landowners' goals, such as livestock support, wildlife, or recreation.

  • Develop technical standards and specifications used to manage, protect, and improve the natural resources of range lands and related grazing lands.

  • Study grazing patterns to determine number and kind of livestock that can be most profitably grazed and to determine the best grazing seasons.

  • Offer advice to rangeland users on water management, forage production methods, and control of brush.

  • Plan and implement revegetation of disturbed sites.

  • Develop new and improved instruments and techniques for activities, such as range reseeding.

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

  • Develop methods for protecting range from fire and rodent damage and for controlling poisonous plants.

  • 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.

  • Regulate grazing, such as by issuing permits and checking for compliance with standards, and help ranchers plan and organize grazing systems to manage, improve, protect, and maximize the use of rangelands.

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

  • Measure and assess vegetation resources for biological assessment companies, environmental impact statements, and rangeland monitoring programs.

  • Study forage plants and their growth requirements to determine varieties best suited to particular range.

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

Technologies & Software

  • SAS
  • FARSITE
  • Clark Labs IDRISI Selva
  • Global positioning system GPS software
  • USDA NRCS VegSpec
  • Geographic information system GIS systems
  • Linux
  • Scite AI
  • Microsoft Great Plains Personal Data Keeper
  • The MathWorks MATLAB
  • ESSA Technologies Path Landscape Model
  • Fire Spread Probability FSPro
  • Microsoft Word
  • Facebook
  • National Resources Conservation Service Web Soil Survey WSS
  • Consensus
  • Automated Geospatial Watershed Assessment AGWA
  • Satellite image databases
  • R
  • USDA NRCS Soil Data Viewer
  • Gemini for Workspace
  • Viper Tools
  • Fuel Characteristic Classification System FCCS
  • Perplexity AI
  • CorridorDesigner
  • USDA Comet
  • GNU Image Manipulation Program GIMP
  • Microsoft Access
  • UNIX
  • Aquatic Plant Information Retrieval System APIRS
  • FlamMap
  • Mistral AI (chat/models)
  • ESRI ArcGIS software
  • National Resources Conservation Service Ecological Site Information System ESIS
  • Microsoft Excel
  • BehavePlus
  • FEAT/Firemon integrated FFI
  • RSAC Riparian Mapping Tool
  • Python
  • Elicit
  • Microsoft Office software
  • NotebookLM (Google)
  • Leica Geosystems ERDAS IMAGINE
  • Geographic resources analysis support system GRASS
  • Word processing software
  • Semantic Scholar AI
  • Perl
  • Data mining software
  • Microsoft PowerPoint
  • University of Arizona RangeView
  • Microsoft Windows
  • ESSA TechnologiesTool for Exploratory Landscape Scenario Analyses TELSA
  • Claude (Anthropic)
  • Parbat
  • USDA Database for Inventory, Monitoring and Assessment (DIMA)
  • ESRI software
  • Adobe Photoshop
  • The Nature Conservancy Weed Information Management System WIMS
  • USDA SamplePoint
  • Oracle Java
  • United Nations Food and Agriculture Organization Livestock and Environment Toolbox LEAD
  • Microsoft Active Server Pages ASP
  • National Resources Conservation Service Grazing Spatial Analysis Tool
  • Laptop computers
  • Portable dataloggers
  • Impact penetrometers
  • Quadrat frames
  • Gram scales
  • Double-ring infiltrometers
  • Desktop computers
  • Robel poles
  • Compact digital cameras
  • Laser plumb bobs
  • Stereoscopes
  • Strain gauges
  • Soil sampling scoops
  • Measuring tapes
  • Personal computers
  • Hand sieves
  • Tablet computers
  • Global positioning system GPS devices
  • Plant canopy analyzers
  • Single-ring infiltrometers