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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

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

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

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

  • Learn and follow safety regulations.

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

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

  • 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.

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

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

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

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

  • Check fuel supplies at sites to ensure adequate availability.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles