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Automation Risk Analysis

Will “Temperature Control 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 Control 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 Control 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

  • 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.

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

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles