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Automation Risk Analysis

Will “Preservationist” be Automated?

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AI Exposure Risk

49%

“Preservationist” 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%

“Preservationist” 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

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

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

  • Plan and implement revegetation of disturbed sites.

  • 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.

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

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

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

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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