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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

  • Learn and follow safety regulations.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Check fuel supplies at sites to ensure adequate availability.

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

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles