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Automation Risk Analysis

Will “Process Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Process 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%

“Process 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

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

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

  • 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.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

Technologies & Software

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

Alternative Job Titles