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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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

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

Technologies & Software

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

Alternative Job Titles