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Automation Risk Analysis

Will “Temperature Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Temperature Inspector” 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%

“Temperature Inspector” 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.

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • 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.

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

  • 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.

  • Position products, components, or parts for testing.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles