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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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

  • Learn and follow safety regulations.

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

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

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

Technologies & Software

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

Alternative Job Titles