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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.

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

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

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

  • 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.

  • 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.

  • Shovel blacktop.

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

  • 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.

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

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

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

  • Control traffic.

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

  • Coordinate truck dumping.

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

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

Technologies & Software

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