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Automation Risk Analysis

Will “Wildlife Refuge Specialist” be Automated?

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AI Exposure Risk

49%

“Wildlife Refuge 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%

“Wildlife Refuge 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 technical standards and specifications used to manage, protect, and improve the natural resources of range lands and related grazing lands.

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

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

  • 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.

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

  • 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.

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

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

  • Plan and implement revegetation of disturbed sites.

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

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

  • 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.

Technologies & Software

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