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Automation Risk Analysis

Will “Mucker Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #617 of 702. Estimated risk: 95.0%

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AI Exposure Risk

26%

“Mucker 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%

“Mucker 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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

  • Learn and follow safety regulations.

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

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

  • Check fuel supplies at sites to ensure adequate availability.

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles