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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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

  • Learn and follow safety regulations.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles