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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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Robot Risk 15%

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AI Risk 62%
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Industrial Ecologists

AI Risk 61%
Robot Risk 23%

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AI Risk 61%
Robot Risk 28%

Environmental Economists

AI Risk 61%
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Atmospheric and Space Scientists

AI Risk 61%
Robot Risk 28%

Core Skills & Abilities

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

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

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

  • 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.

  • 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.

  • Monitor activities of logging companies and contractors.

  • Map forest tract data using digital mapping systems.

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

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

  • 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.

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

  • Develop and maintain computer databases.

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles