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Automation Risk Analysis

Will “Soap Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Soap 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%

“Soap 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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles