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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
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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.

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

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

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

  • Plan and implement revegetation of disturbed sites.

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

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

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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