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Automation Risk Analysis

Will “Rotary Soil Stabilizer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #617 of 702. Estimated risk: 95.0%

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AI Exposure Risk

26%

“Rotary Soil Stabilizer” 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%

“Rotary Soil Stabilizer” 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

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

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

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

  • 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.

  • Learn and follow safety regulations.

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

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

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

  • 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.

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

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

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

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

  • Check fuel supplies at sites to ensure adequate availability.

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

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles