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Automation Risk Analysis

Will “Land Leveler” be Automated?

Historical Context: Oxford Study (2013)

Ranked #617 of 702. Estimated risk: 95.0%

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AI Exposure Risk

26%

“Land Leveler” 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%

“Land Leveler” 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

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

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

  • Learn and follow safety regulations.

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

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

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

  • Check fuel supplies at sites to ensure adequate availability.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles