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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

  • Monitor activities of logging companies and contractors.

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

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

  • 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.

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

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

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

  • Develop and maintain computer databases.

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

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

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

  • Map forest tract data using digital mapping systems.

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles