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Automation Risk Analysis

Will “Ditching Machine Engineer” 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 Engineer” 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 Engineer” 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

  • 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.

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

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

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

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

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

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

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

  • Check fuel supplies at sites to ensure adequate availability.

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

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

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

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

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

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

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

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

  • Learn and follow safety regulations.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles