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Automation Risk Analysis

Will “Publications Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Publications 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%

“Publications 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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles