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Automation Risk Analysis

Will “Grading Machine Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #617 of 702. Estimated risk: 95.0%

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AI Exposure Risk

26%

“Grading Machine 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%

“Grading Machine 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

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

  • Learn and follow safety regulations.

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

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

  • 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.

  • Check fuel supplies at sites to ensure adequate availability.

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles