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Automation Risk Analysis

Will “Black Top 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%

“Black Top 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%

“Black Top 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

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

  • 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.

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

  • Control traffic.

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

  • 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.

  • Coordinate truck dumping.

  • Shovel blacktop.

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

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

  • Set up and tear down equipment.

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

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

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

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

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

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

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

Technologies & Software

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