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Automation Risk Analysis

Will “Temperature Regulator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Temperature Regulator” 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 Regulator” 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.

  • 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.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

Technologies & Software

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

Alternative Job Titles