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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

  • Coordinate truck dumping.

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

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

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

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

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

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

  • Control traffic.

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

  • Shovel blacktop.

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

  • 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.

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

  • Set up and tear down equipment.

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

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

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

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

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

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

Technologies & Software

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