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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

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

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

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

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

  • Position products, components, or parts for testing.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles