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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

  • 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.

  • Check fuel supplies at sites to ensure adequate availability.

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

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

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

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

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

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

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

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

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

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

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

  • Learn and follow safety regulations.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles