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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

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles