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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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles