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Automation Risk Analysis

Will “Bush Hog Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #617 of 702. Estimated risk: 95.0%

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AI Exposure Risk

26%

“Bush Hog Operator” will almost certainly 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 26% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

67%

“Bush Hog Operator” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 67% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Operating Engineers and Other Construction Equipment Operators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate one or several types of power construction equipment, such as motor graders, bulldozers, scrapers, compressors, pumps, derricks, shovels, tractors, or front-end loaders to excavate, move, and grade earth, erect structures, or pour concrete or other hard surface pavement. May repair and maintain equipment in addition to other duties.

Avg. Annual Salary $65,180
Avg. Hourly Wage $31.34
Available Jobs (US) 469,270
Job Title & Hierarchy Code (SOC) Operating Engineers and Other Construction Equipment Operators #47-2073
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Operating Engineers and Other Construction Equipment Operators”

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Core Skills & Abilities

  • Operate equipment to demolish or remove debris or to remove snow from streets, roads, or parking lots.

  • Operate loaders to pull out stumps, rip asphalt or concrete, rough-grade properties, bury refuse, or perform general cleanup.

  • Take actions to avoid potential hazards or obstructions, such as utility lines, other equipment, other workers, or falling objects.

  • Check fuel supplies at sites to ensure adequate availability.

  • Operate road watering, oiling, or rolling equipment, or street sealing equipment, such as chip spreaders.

  • Align machines, cutterheads, or depth gauge makers with reference stakes and guidelines or ground or position equipment, following hand signals of other workers.

  • Keep records of material or equipment usage or problems encountered.

  • Start engines, move throttles, switches, or levers, or depress pedals to operate machines, such as bulldozers, trench excavators, road graders, or backhoes.

  • Select and fasten bulldozer blades or other attachments to tractors, using hitches.

  • Signal operators to guide movement of tractor-drawn machines.

  • Learn and follow safety regulations.

  • Monitor operations to ensure that health and safety standards are met.

  • Connect hydraulic hoses, belts, mechanical linkages, or power takeoff shafts to tractors.

  • Operate tractors or bulldozers to perform such tasks as clearing land, mixing sludge, trimming backfills, or building roadways or parking lots.

  • Drive and maneuver equipment equipped with blades in successive passes over working areas to remove topsoil, vegetation, or rocks or to distribute and level earth or terrain.

  • Coordinate machine actions with other activities, positioning or moving loads in response to hand or audio signals from crew members.

  • Push other equipment when extra traction or assistance is required.

  • Adjust handwheels and depress pedals to control attachments, such as blades, buckets, scrapers, or swing booms.

  • Repair and maintain equipment, making emergency adjustments or assisting with major repairs as necessary.

  • Operate compactors, scrapers, or rollers to level, compact, or cover refuse at disposal grounds.

  • Turn valves to control air or water output of compressors or pumps.

  • Talk to clients and study instructions, plans, or diagrams to establish work requirements.

  • Drive tractor-trailer trucks to move equipment from site to site.

  • Test atmosphere for adequate oxygen or explosive conditions when working in confined spaces.

  • Load and move dirt, rocks, equipment, or other materials, using trucks, crawler tractors, power cranes, shovels, graders, or related equipment.

  • Locate underground services, such as pipes or wires, prior to beginning work.

Technologies & Software

  • Maintenance record software
  • Microsoft Outlook
  • Microsoft Excel
  • Procore AI
  • Buildots AI
  • Work record software
  • ChatGPT (OpenAI)
  • Autodesk Construction AI
  • Microsoft Office software
  • Microsoft Windows
  • Gemini for Workspace
  • Safety glasses
  • Vacuum pumps
  • Skid steer loaders
  • Turf quakers
  • Chip spreaders
  • Personal computers
  • Robotic machines
  • Ear plugs
  • Mini excavators
  • Derricks
  • Draglines
  • Curb pavers
  • Air compressors
  • Tilt graders
  • Power drills
  • Treecutters
  • Measuring wheels
  • Truck cranes
  • Aquatic weed harvesters
  • Rubber-tired excavators
  • Hydraulic cranes
  • Backhoe attachments
  • Skid steer machines
  • Picks
  • Mainline paint stripers
  • Sweepers
  • Demolition machines
  • Mowers
  • Blade attachments
  • Belly dumpers
  • Land drilling rigs
  • Pickup trucks
  • Robotic concrete busters
  • Hydraulic jacks
  • Saws
  • Shot blasters
  • 15-ton truck cranes
  • Concrete saws
  • Asphalt spreader boxes
  • Asphalt pavers
  • Road finishing machines
  • Industrial scrapers
  • End loaders
  • Safety boots
  • Laydown machines
  • Post hole diggers
  • Power sanders
  • Basin machines
  • Extender conveyors
  • Drill presses
  • Tandem axle dump trucks
  • Shielded arc welding tools
  • Groovers
  • Rulers
  • Vibratory compactors
  • Tractors
  • Chemical-resistant clothing
  • 20-ton tractors
  • Snow blowers
  • Manlifts
  • Weedeaters
  • Cell phones
  • Asphalt compactors
  • Ross carriers
  • Telescopic forklifts
  • Trenchers
  • Respirators
  • Truck-mounted generators
  • Multipurpose vacuum catch basin cleaners
  • Bucket attachments
  • Belt loaders
  • Desktop computers
  • Jackhammers
  • Ditchers
  • Rollers
  • Gutter pavers
  • Screwdrivers
  • Adjustable wrenches
  • Chain saws
  • Tracked hydraulic excavators
  • Cultipackers
  • Mechanical sweepers
  • Axes
  • Vertical drills
  • Gas welders
  • Cherry pickers
  • 18-ton hydraulic cranes
  • Truck trailers
  • Circular saws
  • Two way radios
  • Hammers
  • Dempster dumpers
  • Motor graders
  • Angle dozers
  • Seeders
  • Cutting torches
  • Box scrapers
  • Power saws
  • Hoists
  • Heavy duty excavators
  • Road watering equipment
  • Monorails
  • Water pumps
  • Pavement breakers
  • Verticutters
  • Grinders
  • Tape measures
  • Barrier movers
  • Churn drills
  • Bulldozers
  • Safety gloves
  • Milling machines
  • Sewer rodding machines
  • Runway deicers
  • Tugger hoists
  • Forklifts
  • Front end loaders
  • Skip loaders
  • Pipe threaders
  • Crawler dozers
  • Tampers
  • Scoopmobiles
  • Graders
  • Utility locators
  • Turn-a-pulls
  • Snowplows
  • Oiling equipment
  • Hydraulic telescoping boom utility trucks
  • Roustabout cranes
  • Dredges
  • Heavy dump trucks
  • Harrows
  • Tracked loaders
  • Silent hoists
  • Two-man augers
  • Levels
  • Tankers
  • Flatbed trucks
  • Aeroil propane kettles
  • Backhoes
  • Wheel loaders
  • Hydraulic boom trucks
  • Scrapers
  • Travel lifts
  • Single axle dump trucks
  • Winches
  • Shovels

Alternative Job Titles