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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

  • Shovel blacktop.

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

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

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

  • Coordinate truck dumping.

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

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

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

  • 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.

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

  • 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.

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

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

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

  • Set up and tear down equipment.

Technologies & Software

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