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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

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

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

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

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

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

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

  • Monitor activities of logging companies and contractors.

  • Develop and maintain computer databases.

  • Map forest tract data using digital mapping systems.

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

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

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

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles