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Automation Risk Analysis

Will “Timber Appraiser” be Automated?

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AI Exposure Risk

42%

“Timber Appraiser” 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 Appraiser” 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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AI Risk 61%
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Core Skills & Abilities

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

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

  • Map forest tract data using digital mapping systems.

  • Develop and maintain computer databases.

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

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

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

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

  • 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.

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

  • Monitor activities of logging companies and contractors.

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles