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Automation Risk Analysis

Will “Processor Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Processor 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%

“Processor 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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles