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Automation Risk Analysis

Will “Ditching Machine Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #617 of 702. Estimated risk: 95.0%

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AI Exposure Risk

26%

“Ditching Machine Operator” 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%

“Ditching Machine Operator” 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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Learn and follow safety regulations.

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

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

  • Check fuel supplies at sites to ensure adequate availability.

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

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

Technologies & Software

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

Alternative Job Titles