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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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

Technologies & Software

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

Alternative Job Titles