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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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AI Risk 61%
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Core Skills & Abilities

  • 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.

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

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

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

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

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

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

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

  • 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.

  • 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.

  • 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.

  • 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.

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

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

  • Monitor activities of logging companies and contractors.

Technologies & Software

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

Alternative Job Titles