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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

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

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

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

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

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

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

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

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

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

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

  • Develop and maintain computer databases.

  • Monitor activities of logging companies and contractors.

  • Map forest tract data using digital mapping systems.

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles