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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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles