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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

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

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

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

  • 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.

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

  • Check fuel supplies at sites to ensure adequate availability.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • Learn and follow safety regulations.

Technologies & Software

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

Alternative Job Titles