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Automation Risk Analysis

Will “Timber Management Technician” be Automated?

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AI Exposure Risk

42%

“Timber Management 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%

“Timber Management 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

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AI Risk 61%
Robot Risk 23%

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AI Risk 61%
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Environmental Economists

AI Risk 61%
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Atmospheric and Space Scientists

AI Risk 61%
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Core Skills & Abilities

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • 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.

  • 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.

  • Develop and maintain computer databases.

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

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

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

  • Monitor activities of logging companies and contractors.

Technologies & Software

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

Alternative Job Titles