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Automation Risk Analysis

Will “Wildlife Conservationist” be Automated?

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AI Exposure Risk

49%

“Wildlife Conservationist” 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 Conservationist” 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

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

  • 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.

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

  • 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.

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

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

  • Plan and implement revegetation of disturbed sites.

  • 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.

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

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

  • 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.

Technologies & Software

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