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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

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

  • 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.

  • Monitor activities of logging companies and contractors.

  • Develop and maintain computer databases.

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles