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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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

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

Technologies & Software

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

Alternative Job Titles