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Automation Risk Analysis

Will “Scarifier Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #617 of 702. Estimated risk: 95.0%

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AI Exposure Risk

26%

“Scarifier 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%

“Scarifier 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

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

  • 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.

  • 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.

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

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

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

  • Learn and follow safety regulations.

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles