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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

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

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

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

  • 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.

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

  • 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.

  • Check fuel supplies at sites to ensure adequate availability.

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

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

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

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

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

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

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

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

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

  • Learn and follow safety regulations.

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles