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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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Core Skills & Abilities

  • 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.

  • 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.

  • Map forest tract data using digital mapping systems.

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

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

  • 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.

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

  • 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.

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

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

  • 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.

  • Develop and maintain computer databases.

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

  • Monitor activities of logging companies and contractors.

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

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

Technologies & Software

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

Alternative Job Titles