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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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles