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Automation Risk Analysis

Will “Natural Resource Officer” be Automated?

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AI Exposure Risk

49%

“Natural Resource Officer” 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 Officer” 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 forage plants and their growth requirements to determine varieties best suited to particular range.

  • 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.

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

  • 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.

  • 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.

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

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

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

  • 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.

Technologies & Software

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