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Automation Risk Analysis

Will “Natural Resources Officer” be Automated?

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AI Exposure Risk

49%

“Natural Resources 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 Resources 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

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

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

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

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

  • Plan and implement revegetation of disturbed sites.

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

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

  • 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.

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

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

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

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

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

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

  • 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

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