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Automation Risk Analysis

Will “Refractory Materials Repairer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #451 of 702. Estimated risk: 82.0%

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AI Exposure Risk

18%

“Refractory Materials Repairer” will almost certainly 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 18% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

58%

“Refractory Materials Repairer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 58% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Refractory Materials Repairers, Except Brickmasons, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Build or repair equipment such as furnaces, kilns, cupolas, boilers, converters, ladles, soaking pits, and ovens, using refractory materials.

Avg. Annual Salary $61,480
Avg. Hourly Wage $29.56
Available Jobs (US) 1,100
Job Title & Hierarchy Code (SOC) Refractory Materials Repairers, Except Brickmasons #49-9045
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Refractory Materials Repairers, Except Brickmasons”

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Core Skills & Abilities

  • Measure furnace walls to determine dimensions and cut required number of sheets from plastic block, using saws.

  • Dry and bake new linings by placing inverted linings over burners, building fires in ladles, or by using blowtorches.

  • Climb scaffolding, carrying hoses, and spray surfaces of cupolas with refractory mixtures, using spray equipment.

  • Chip slag from linings of ladles or remove linings when beyond repair, using hammers and chisels.

  • Transfer clay structures to curing ovens, melting tanks, and drawing kilns, using forklifts.

  • Spread mortar on stopper heads and rods, using trowels, and slide brick sleeves over rods to form refractory jackets.

  • Mix specified amounts of sand, clay, mortar powder, and water to form refractory clay or mortar, using shovels or mixing machines.

  • Dump and tamp clay in molds, using tamping tools.

  • Remove worn or damaged plastic block refractory linings of furnaces, using hand tools.

  • Reline or repair ladles and pouring spouts with refractory clay, using trowels.

Technologies & Software

  • Microsoft PowerPoint
  • Time tracking software
  • Perplexity AI
  • Microsoft Outlook
  • Microsoft Excel
  • Uptake AI
  • Augury (Predictive Maintenance)
  • Microsoft Word
  • ServiceMax AI
  • Maintenance management software
  • ChatGPT (OpenAI)
  • Microsoft Access
  • Burner management systems
  • Brick hammers
  • Band saws
  • Horizontal helical blade mixers
  • Skid steer tractors
  • Electric overhead traveling EOT crane
  • Heavy duty shears
  • Dump trucks
  • Mixer trucks
  • Cordless power nibblers
  • Cutting torches
  • Flat cold chisels
  • Return idlers
  • Wheeled front-end loaders
  • Cordless saws
  • Foundry transfer ladles
  • Boom trucks
  • Rotary tools
  • Personal computers
  • Conveyor belts
  • Brick cutting saws
  • Masonry trowels
  • Trough finders
  • Floor-mounted jib cranes
  • Cordless power grinders
  • Wheeled forklifts
  • Trackhoes
  • Acid scrubbers
  • Rotary kilns
  • Lift trucks
  • Variable speed mortar pumps
  • Puck mills
  • Feed fired heaters