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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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles