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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

  • Position products, components, or parts for testing.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles