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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 and operate curbing machines to extrude concrete or asphalt curbing.

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

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

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

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

  • 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.

  • 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.

  • Set up and tear down equipment.

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

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

  • 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.

  • 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.

  • Shovel blacktop.

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

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

  • Control traffic.

Technologies & Software

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