🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     
Automation Risk Analysis

Will “Scrape Gatherer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #502 of 702. Estimated risk: 87.0%

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

AI Exposure Risk

51%

“Scrape Gatherer” will maybe 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

51%

“Scrape Gatherer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 51% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Forest and Conservation Workers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Under supervision, perform manual labor necessary to develop, maintain, or protect areas such as forests, forested areas, woodlands, wetlands, and rangelands through such activities as raising and transporting seedlings; combating insects, pests, and diseases harmful to plant life; and building structures to control water, erosion, and leaching of soil. Includes forester aides, seedling pullers, tree planters, and gatherers of nontimber forestry products such as pine straw.

Avg. Annual Salary $42,830
Avg. Hourly Wage $20.59
Available Jobs (US) 5,630
Job Title & Hierarchy Code (SOC) Forest and Conservation Workers #45-4011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Forest and Conservation Workers”

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

Core Skills & Abilities

  • Sort tree seedlings, discarding substandard seedlings, according to standard charts or verbal instructions.

  • Check equipment to ensure that it is operating properly.

  • Perform fire protection or suppression duties, such as constructing fire breaks or disposing of brush.

  • Confer with other workers to discuss issues, such as safety, cutting heights, or work needs.

  • Maintain tallies of trees examined and counted during tree marking or measuring efforts.

  • Explain or enforce regulations regarding camping, vehicle use, fires, use of buildings, or sanitation.

  • Identify diseased or undesirable trees and remove them, using power saws or hand saws.

  • Provide assistance to forest survey crews by clearing site-lines, holding measuring tools, or setting stakes.

  • Operate skidders, bulldozers, or other prime movers to pull a variety of scarification or site preparation equipment over areas to be regenerated.

  • Fight forest fires or perform prescribed burning tasks under the direction of fire suppression officers or forestry technicians.

  • Maintain campsites or recreational areas, replenishing firewood or other supplies and cleaning kitchens or restrooms.

  • Prune or shear tree tops or limbs to control growth, increase density, or improve shape.

  • Erect signs or fences, using posthole diggers, shovels, or other hand tools.

  • Thin or space trees, using power thinning saws.

  • Select tree seedlings, prepare the ground, or plant the trees in reforestation areas, using manual planting tools.

  • Select or cut trees according to markings or sizes, types, or grades.

  • Spray or inject vegetation with insecticides to kill insects or to protect against disease or with herbicides to reduce competing vegetation.

Technologies & Software

  • Nova (Amazon)
  • Qwen (Alibaba)
  • Geographic information system GIS software
  • DeepSeek
  • Geographic information system GIS systems
  • Grok (xAI)
  • Microsoft PowerPoint
  • Microsoft Word
  • Claude (Anthropic)
  • Leica Geosystems ERDAS IMAGINE
  • Taranis AI
  • Microsoft Windows
  • ESRI ArcGIS software
  • Microsoft Access
  • Microsoft Excel
  • John Deere AI
  • Mistral (Mistral AI)
  • Climate FieldView
  • Microsoft Project
  • Kimi (Moonshot AI)
  • Blue River Technology AI
  • IBM Lotus 1-2-3
  • IBM Lotus Notes
  • Microsoft Outlook
  • Microsoft Office software
  • Llama (Meta)
  • Gemini (Google)
  • ChatGPT (OpenAI)
  • Word processing software
  • Database software
  • Four wheel drive 4WD vehicles
  • Fire trucks
  • Two way radios
  • Water pumps
  • Epicormic knives
  • Geodetic ground global positioning system GPS receivers
  • Mattocks
  • Spades
  • Directional compasses
  • Measuring tapes
  • Herbicide sprayers
  • Dibblers
  • Backhoes
  • Hard hats
  • Hand saws
  • Claw hammers
  • Protective ear muffs
  • Riding mowers
  • Portable ladders
  • Fire plows
  • Spray guns
  • Weedeaters
  • Portable data collectors
  • Power drills
  • Brush hogs
  • Loppers
  • Dump trucks
  • Pruning saws
  • Motorboats
  • Phillips head screwdrivers
  • Backpack sprayers
  • Planting drills
  • Multipurpose tractors
  • Electronic measuring devices
  • Straight screwdrivers
  • Harvesting machines
  • Personal computers
  • Chain saws