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Automation Risk Analysis

Will “Crew Member” be Automated?

Historical Context: Oxford Study (2013)

Ranked #472 of 702. Estimated risk: 83.0%

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AI Exposure Risk

41%

“Crew Member” 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%

“Crew Member” 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.

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

  • 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.

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

  • Control traffic.

  • 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.

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

  • Set up and tear down equipment.

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

  • Coordinate truck dumping.

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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