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Automation Risk Analysis

Will “Blast Furnace Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Blast Furnace Checker” will maybe 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Blast Furnace Checker” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Inspectors, Testers, Sorters, Samplers, and Weighers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

Avg. Annual Salary $51,670
Avg. Hourly Wage $24.84
Available Jobs (US) 591,180
Job Title & Hierarchy Code (SOC) Inspectors, Testers, Sorters, Samplers, and Weighers #51-9061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Inspectors, Testers, Sorters, Samplers, and Weighers”

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Core Skills & Abilities

  • Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.

  • Write test or inspection reports describing results, recommendations, or needed repairs.

  • Analyze test data, making computations as necessary, to determine test results.

  • Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.

  • Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

  • Adjust, clean, or repair products or processing equipment to correct defects found during inspections.

  • Notify supervisors or other personnel of production problems.

  • Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.

  • Inspect or test raw materials, parts, or products to determine compliance with environmental standards.

  • Inspect, test, or measure materials, products, installations, or work for conformance to specifications.

  • Compute usable amounts of items in shipments.

  • Stack or arrange tested products for further processing, shipping, or packaging.

  • Position products, components, or parts for testing.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

  • Disassemble defective parts or components, such as inaccurate or worn gauges or measuring instruments.

  • Mark items with details, such as grade or acceptance-rejection status.

  • Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.

  • Administer tests to assess whether engineers or operators are qualified to use equipment.

  • Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.

  • Recommend necessary corrective actions, based on inspection results.

  • Collect or select samples for testing or for use as models.

  • Compute defect percentages or averages, using formulas and calculators.

  • Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.

  • Discard or reject products, materials, or equipment not meeting specifications.

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

  • Monitor machines that automatically measure, sort, or inspect products.

  • Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.

  • Read dials or meters to verify that equipment is functioning at specified levels.

  • Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.

  • Check arriving materials to ensure that they match purchase orders, submitting discrepancy reports as necessary.

  • Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.

Technologies & Software

  • Coordinate measuring machine software
  • Inspection marking systems
  • Kimi (Moonshot AI)
  • Microsoft SharePoint
  • Dassault Systemes CATIA
  • IBM Notes
  • Apache Pig
  • Computer-aided inspection software
  • Statistical process control SPC data collection devices
  • Microsoft Outlook
  • Autodesk AutoCAD
  • Data entry software
  • ABB AI Robotics
  • Selenium
  • Siemens Industrial AI
  • Computer assisted design software
  • Nova (Amazon)
  • Mastercam Design
  • Grok (xAI)
  • Label inspection systems
  • Microsoft Visio
  • Microsoft PowerPoint
  • Verisurf Metrology
  • Data analysis software
  • Atlassian JIRA
  • Medical condition coding software
  • Cybermetrics GAGETrak
  • Minitab
  • Llama (Meta)
  • R
  • Extensible markup language XML
  • Cognex Vision AI
  • Microsoft Access
  • Microsoft Word
  • Claude (Anthropic)
  • Structured query language SQL
  • Gemini (Google)
  • SAP software
  • Design of experiments DOE software
  • Mastercam computer-aided design and manufacturing software
  • IBM Lotus Notes
  • Dassault Systemes SolidWorks
  • Database software
  • FileMaker Pro
  • Microsoft Office software
  • Skype
  • Tolerance analysis software
  • Sight Machine AI
  • Wilcox Associates PC-DMIS Inspection Planner
  • Mistral (Mistral AI)
  • DeepSeek
  • Apache Hive
  • Qwen (Alibaba)
  • ChatGPT (OpenAI)
  • Rockwell Automation AI
  • Microsoft Excel
  • The MathWorks MATLAB
  • Resonance acceleration instruments
  • Eddy current probes
  • Manufacturing defect analyzers MDA
  • Verisurf 3Dgage
  • Fatigue testers
  • Force transducers
  • Environmental chambers
  • Ammeters
  • Digital multimeters
  • Metallurgical microscopes
  • Utrasonic flaw detectors
  • Conductivity meters
  • Measuring microscopes
  • Shear testers
  • Holographic interferometers
  • Optical comparators
  • Verisurf Master3DGage
  • Pulse generators
  • Beta gauges
  • Optical gauges
  • Industrial bench scales
  • Logic test systems
  • Radiographic flaw detectors
  • Bit error rate testers BERT
  • Ductility testers
  • Impact toughness testers
  • Depth gauges
  • Penetrant flaw detectors
  • Impact hammers
  • Personal computers
  • Digital voltmeters DVM
  • Shock testers
  • Capacitive acceleration instruments
  • Overhead cranes
  • Vibration and shaker systems
  • Moisture meters
  • Resistance meters
  • Compression testers
  • Micrometers
  • Pi tapes
  • Digital resistance thermometers
  • Sorting machines
  • Height gauges
  • Printed circuit board PCB testers
  • Laser shearography flaw detectors
  • Tensile testers
  • Gloss meters
  • Thread gauges
  • Piezoelectric acceleration instruments
  • Calorimetric leak testers
  • Hardness testers
  • Mass flow leak testers
  • Hipot testers
  • Plotters
  • Coordinate measuring machines CMM
  • Forklifts
  • Hydraulic lifts
  • Digital resistance meters
  • Laser thickness gauges
  • Signal generators
  • Magnetic induction acceleration instruments
  • Continuity testers
  • Return loss calibrator RLC passive component testers
  • Power meters
  • Backplane testers
  • Function generators
  • Calipers
  • Sampling oscilloscopes
  • In-circuit testers
  • Color spectrometers
  • Creep and stress relaxation testers
  • Pin gauges
  • Resistivity meters
  • Viscometers
  • Bubble leak testers
  • Linear or mixed signal equipment
  • Plug gauges
  • Multimeters
  • Frequency meters
  • Null-balance acceleration instruments
  • Verisurf CMM Master
  • Hydraulic pumps
  • Frequency counters
  • Direct current DC power testers
  • Strain gauges
  • Magnetic particle flaw detectors
  • Eddy current flaw detectors
  • Accelerometers

Alternative Job Titles