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Automation Risk Analysis

Will “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%

“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%

“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

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

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

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

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

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

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

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

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

  • Learn and follow safety regulations.

  • 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.

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

  • Check fuel supplies at sites to ensure adequate availability.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles