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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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Check fuel supplies at sites to ensure adequate availability.

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

  • 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.

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

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

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

  • Learn and follow safety regulations.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles