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Automation Risk Analysis

Will “Scraper Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #617 of 702. Estimated risk: 95.0%

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AI Exposure Risk

26%

“Scraper 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%

“Scraper 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

  • Check fuel supplies at sites to ensure adequate availability.

  • 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.

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

  • 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.

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

  • 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.

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

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

  • Learn and follow safety regulations.

  • 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.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles