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Automation Risk Analysis

Will “Furnace Combustion Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Furnace Combustion Tester” 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%

“Furnace Combustion Tester” 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 dials or meters to verify that equipment is functioning at specified levels.

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

  • 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.

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles