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Automation Risk Analysis

Will “Natural Resource Specialist” be Automated?

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AI Exposure Risk

49%

“Natural Resource 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 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

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

  • Plan and implement revegetation of disturbed sites.

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

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

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

Technologies & Software

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