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Automation Risk Analysis

Will “Office Machine Components Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Office Machine Components 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%

“Office Machine Components 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

  • 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.

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles