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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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

  • 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.

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles