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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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles