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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

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

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

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

  • 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.

  • Check fuel supplies at sites to ensure adequate availability.

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

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

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

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

  • 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.

  • Learn and follow safety regulations.

  • 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.

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

  • 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.

  • 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.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles