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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

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

Technologies & Software

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

Alternative Job Titles