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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

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

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

  • Check fuel supplies at sites to ensure adequate availability.

  • 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.

  • 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.

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

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

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

  • Learn and follow safety regulations.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles