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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

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

  • 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.

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

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

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

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

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

  • Set up and tear down equipment.

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

  • Coordinate truck dumping.

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

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

  • Control traffic.

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

  • Shovel blacktop.

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

  • 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.

  • 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.

Technologies & Software

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