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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

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

  • Check fuel supplies at sites to ensure adequate availability.

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

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

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

  • Learn and follow safety regulations.

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

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

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles