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Automation Risk Analysis

Will “Range Technician” be Automated?

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AI Exposure Risk

42%

“Range Technician” 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 42% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

55%

“Range Technician” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 55% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Forest and Conservation Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Provide technical assistance regarding the conservation of soil, water, forests, or related natural resources. May compile data pertaining to size, content, condition, and other characteristics of forest tracts under the direction of foresters, or train and lead forest workers in forest propagation and fire prevention and suppression. May assist conservation scientists in managing, improving, and protecting rangelands and wildlife habitats.

Avg. Annual Salary $56,660
Avg. Hourly Wage $27.24
Available Jobs (US) 31,080
Job Title & Hierarchy Code (SOC) Forest and Conservation Technicians #19-4071
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Forest and Conservation Technicians”

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Related Occupations & Automation Risk

Economists

AI Risk 63%
Robot Risk 15%

Biochemists and Biophysicists

AI Risk 62%
Robot Risk 47%

Industrial Ecologists

AI Risk 61%
Robot Risk 23%

Geographers

AI Risk 61%
Robot Risk 28%

Environmental Economists

AI Risk 61%
Robot Risk 18%

Atmospheric and Space Scientists

AI Risk 61%
Robot Risk 28%

Core Skills & Abilities

  • Develop and maintain computer databases.

  • Plan and supervise construction of access routes and forest roads.

  • Map forest tract data using digital mapping systems.

  • Manage forest protection activities, including fire control, fire crew training, and coordination of fire detection and public education programs.

  • Provide information about, and enforce, regulations, such as those concerning environmental protection, resource utilization, fire safety, and accident prevention.

  • Issue fire permits, timber permits, and other forest use licenses.

  • Perform reforestation or forest renewal, including nursery and silviculture operations, site preparation, seeding and tree planting programs, cone collection, and tree improvement.

  • Thin and space trees and control weeds and undergrowth, using manual tools and chemicals, or supervise workers performing these tasks.

  • Conduct laboratory or field experiments with plants, animals, insects, diseases, and soils.

  • Provide forestry education and general information, advice, and recommendations to woodlot owners, community organizations, and the general public.

  • Select and mark trees for thinning or logging, drawing detailed plans that include access roads.

  • Monitor activities of logging companies and contractors.

  • Patrol park or forest areas to protect resources and prevent damage.

  • Train and lead forest and conservation workers in seasonal activities, such as planting tree seedlings, putting out forest fires, and maintaining recreational facilities.

  • Measure distances, clean sightlines, and record data to help survey crews.

  • Provide technical support to forestry research programs in areas such as tree improvement, seed orchard operations, insect and disease surveys, or experimental forestry and forest engineering research.

  • Supervise forest nursery operations, timber harvesting, land use activities such as livestock grazing, and disease or insect control programs.

  • Survey, measure, and map access roads and forest areas such as burns, cut-over areas, experimental plots, and timber sales sections.

  • Keep records of the amount and condition of logs taken to mills.

  • Inspect trees and collect samples of plants, seeds, foliage, bark, and roots to locate insect and disease damage.

Technologies & Software

  • Geomechanical design analysis GDA software
  • Forest EcoSurvey
  • Microsoft PowerPoint
  • Fire behavior modeling software
  • LoggerPC software
  • Mistral AI (chat/models)
  • Atterbury Consultants SuperAce
  • JRP Consulting Survey Wizard
  • Database software
  • Scite AI
  • Photogrammetric software
  • USDA Forest Vegetation Simulator FVS
  • JRP Consulting Plant Wizard
  • Microsoft Excel
  • Elicit
  • Microsoft Word
  • HARVEST
  • Microsoft Office software
  • Microsoft Outlook
  • Assisi Compiler
  • Consensus
  • Assisi Forest
  • Microsoft Active Server Pages ASP
  • PhoenixPRO Forest Activity Tracking
  • Haglof Sweden AB TCruise Forest Inventory
  • ESRI ArcGIS software
  • Perplexity AI
  • Gemini for Workspace
  • Autodesk AutoCAD LT
  • Traverse PC
  • Desktop publishing software
  • Facebook
  • Claude (Anthropic)
  • Geographic information system GIS systems
  • Word processing software
  • RockWare ArcMap
  • NotebookLM (Google)
  • Corel Presentation
  • Leica Geosystems ERDAS IMAGINE
  • Remote sensing software
  • ESRI ArcView
  • Spreadsheet software
  • Computer aided design CAD software
  • LJI Technologies Lumberjack
  • Assisi Inventory
  • Semantic Scholar AI
  • Ben Meadows Yeoman Expedition
  • Web browser software
  • Microsoft Access
  • Computer graphics software
  • Allegro Landmark
  • Mantax computer tree calipers
  • Truck-mounted water pumps
  • pH meters
  • Brush hooks
  • Clinometers
  • Theodolites
  • Digital cameras
  • Farm tractors
  • Remote video cameras
  • Laser rangefinders
  • Boats
  • Total stations
  • Wildland fire pumper trucks
  • Shovels
  • Excavators
  • Field personal computers PC
  • Relaskops
  • Trawls
  • Survey transits
  • Remote sensing equipment
  • Airboats
  • Hydraulic truck-mounted cranes
  • Electronic rain gauges ERR
  • Dump trucks
  • Fertilizer spreaders
  • Altimeters
  • McLeod tools
  • Global positioning system GPS data collectors
  • Increment borers
  • Gunjets for pressurized sprayers
  • Axes
  • Trail motorbikes
  • Water trucks
  • Field data recorders
  • Two way radios
  • Fire plows
  • Magnetic locators
  • Winch trucks
  • Aquatic weed harvesters
  • All terrain vehicles ATV
  • Harrows
  • Crown densitometers
  • Water monitoring meters
  • Tree corers
  • Track bulldozers
  • Girdling tools
  • Macroalgae harvesters
  • Soil probes
  • Diameter tapes
  • Water samplers
  • Pulaski tools
  • Gill nets
  • Dibblers
  • Slurry buckets
  • Frame nets
  • Metal detectors
  • Rubber-tired bulldozers
  • Tree planter spades
  • Laser surveying equipment
  • Water monitoring samplers
  • Forestry rain gauges
  • Desktop computers
  • Brush trucks
  • Aerial bucket trucks
  • Pocket transits
  • Basal area factor BAF prisms
  • Pickup trucks
  • Soil augers
  • Wheeler pentaprism calipers
  • Amphibious excavators
  • Survey levels
  • Stadia rods
  • Planters
  • Electroshocking boats
  • Leaf area meter scanning instruments
  • Watermark soil moisture data collectors
  • Snowplows
  • Tugboats
  • Handheld refractometers
  • Personal computers
  • Moisture meters
  • Clearing hooks
  • Prisms
  • Truck cranes
  • Loggers' tapes
  • Stream flow gauges
  • Seed drills
  • Hypsometers
  • Lawn mowers
  • Bulldozers
  • Measuring wheels
  • Winches
  • Global positioning system GPS receivers
  • Front end loaders
  • Hydraulic dredges
  • Plug spades
  • Tensiometers
  • Backhoes
  • Trucks
  • Calipers
  • Notebook computers
  • Planimeters
  • Forklifts
  • Chain saws
  • Wedges
  • Sprayers
  • Water level recorders
  • Grass whips
  • Pruning saws
  • Seines
  • Laser tree measuring devices
  • Terrain torches
  • Geological compasses
  • Video editing equipment
  • Soil moisture meters

Alternative Job Titles