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Automation Risk Analysis

Will “Timber Sale Preparation Forestry Technician (Timber Sale Preparation Forestry Tech)” be Automated?

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AI Exposure Risk

42%

“Timber Sale Preparation Forestry Technician (Timber Sale Preparation Forestry Tech)” 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%

“Timber Sale Preparation Forestry Technician (Timber Sale Preparation Forestry Tech)” 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

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Robot Risk 15%

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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

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

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

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

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

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

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

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

  • Monitor activities of logging companies and contractors.

  • 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.

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

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

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

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

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

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

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

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

  • Develop and maintain computer databases.

  • Map forest tract data using digital mapping systems.

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

Technologies & Software

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

Alternative Job Titles