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

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

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

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

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

  • 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.

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

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

  • 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.

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

  • 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.

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

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

  • Learn and follow safety regulations.

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

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

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

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

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

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

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

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

  • Check fuel supplies at sites to ensure adequate availability.

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

Technologies & Software

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

Alternative Job Titles