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Automation Risk Analysis

Will “Machine Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #472 of 702. Estimated risk: 83.0%

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AI Exposure Risk

41%

“Machine Operator” will probably 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 41% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

61%

“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 61% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Paving, Surfacing, and Tamping Equipment Operators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate equipment used for applying concrete, asphalt, or other materials to road beds, parking lots, or airport runways and taxiways or for tamping gravel, dirt, or other materials. Includes concrete and asphalt paving machine operators, form tampers, tamping machine operators, and stone spreader operators.

Avg. Annual Salary $58,660
Avg. Hourly Wage $28.20
Available Jobs (US) 45,680
Job Title & Hierarchy Code (SOC) Paving, Surfacing, and Tamping Equipment Operators #47-2071
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Paving, Surfacing, and Tamping Equipment Operators”

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Core Skills & Abilities

  • Control traffic.

  • Coordinate truck dumping.

  • Operate machines to spread, smooth, level, or steel-reinforce stone, concrete, or asphalt on road beds.

  • Drive and operate curbing machines to extrude concrete or asphalt curbing.

  • Observe distribution of paving material to adjust machine settings or material flow, and indicate low spots for workers to add material.

  • Set up forms and lay out guidelines for curbs, according to written specifications, using string, spray paint, and concrete or water mixes.

  • Set up and tear down equipment.

  • Start machine, engage clutch, and push and move levers to guide machine along forms or guidelines and to control the operation of machine attachments.

  • Cut or break up pavement and drive guardrail posts, using machines equipped with interchangeable hammers.

  • Light burners or start heating units of machines, and regulate screed temperatures and asphalt flow rates.

  • Control paving machines to push dump trucks and to maintain a constant flow of asphalt or other material into hoppers or screeds.

  • Operate machines that clean or cut expansion joints in concrete or asphalt and that rout out cracks in pavement.

  • Shovel blacktop.

  • Inspect, clean, maintain, and repair equipment, using mechanics' hand tools, or report malfunctions to supervisors.

  • Operate oil distributors, loaders, chip spreaders, dump trucks, and snow plows.

  • Fill tanks, hoppers, or machines with paving materials.

  • Drive machines onto truck trailers, and drive trucks to transport machines and material to and from job sites.

  • Install dies, cutters, and extensions to screeds onto machines, using hand tools.

  • Place strips of material, such as cork, asphalt, or steel into joints, or place rolls of expansion-joint material on machines that automatically insert material.

  • Operate tamping machines or manually roll surfaces to compact earth fills, foundation forms, and finished road materials, according to grade specifications.

Technologies & Software

  • Spreadsheet software
  • Gemini for Workspace
  • Email software
  • HCSS HeavyBid
  • Autodesk Construction AI
  • Word processing software
  • Microsoft Office software
  • Time report software
  • Database software
  • Microsoft Excel
  • Buildots AI
  • Procore AI
  • ChatGPT (OpenAI)
  • Autodesk AutoCAD Civil 3D
  • Microsoft Outlook
  • Warehouse management system WMS
  • Concrete paving machines
  • Cold in-place recyclers
  • Rolling machines
  • Windrow pickup machines
  • Wheel loaders
  • Pneumatic rollers
  • Asphalt paving machines
  • Self-contained breathing apparatus
  • Slip form machines
  • Paving curbing machines
  • Profiling equipment
  • Pneumatic paving breakers
  • Liquid asphalt storage equipment
  • Rubber-track asphalt pavers
  • Road heater-planers
  • Skid steer loaders
  • Vibratory rollers
  • Automatic paving control systems
  • Power extendable screeds
  • Claw hammers
  • Compactors
  • Jackhammers
  • Locking pliers
  • Cold planers
  • Oil distributors
  • Adjustable wrenches
  • Concrete saws
  • Tamping machines
  • Static rollers
  • Manual rollers
  • Snowplows
  • Robotic paving machines
  • Paving finishing machines
  • Dump trucks
  • Transit levels
  • Surveying tapes
  • Chip spreaders
  • Laser levels
  • Asphalt heating equipment
  • Hot mix material transfer devices
  • Vibrating concrete screeds
  • Asphalt distributor trucks
  • Nut drivers
  • String lines
  • Milling machines
  • Asphalt rakes
  • Respirators
  • Motor graders
  • Flatbed truck trailers
  • Pavement marking machines
  • Straightedges
  • Desktop computers
  • Asphalt mixing equipment
  • Two way radios
  • Personal computers
  • Straight screwdrivers
  • Self-propelled material transfer devices
  • Rubber-tired asphalt pavers