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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 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

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

  • 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.

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

  • 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.

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

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

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

  • Map forest tract data using digital mapping systems.

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

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

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

  • Monitor activities of logging companies and contractors.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles