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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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

  • Check fuel supplies at sites to ensure adequate availability.

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

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

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

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

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

  • Learn and follow safety regulations.

  • 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.

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

Technologies & Software

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

Alternative Job Titles