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Automation Risk Analysis

Will “Conservation Technician” be Automated?

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AI Exposure Risk

42%

“Conservation 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%

“Conservation 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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Core Skills & Abilities

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

  • Monitor activities of logging companies and contractors.

  • Map forest tract data using digital mapping systems.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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