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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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

  • Learn and follow safety regulations.

  • Check fuel supplies at sites to ensure adequate availability.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles