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Automation Risk Analysis

Will “Conservation Officer” be Automated?

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AI Exposure Risk

42%

“Conservation Officer” 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 Officer” 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

Economists

AI Risk 63%
Robot Risk 15%

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AI Risk 62%
Robot Risk 47%

Industrial Ecologists

AI Risk 61%
Robot Risk 23%

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AI Risk 61%
Robot Risk 28%

Environmental Economists

AI Risk 61%
Robot Risk 18%

Atmospheric and Space Scientists

AI Risk 61%
Robot Risk 28%

Core Skills & Abilities

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

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

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

  • 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.

  • Monitor activities of logging companies and contractors.

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

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

  • Develop and maintain computer databases.

  • 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.

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

  • Map forest tract data using digital mapping systems.

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

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

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles