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Automation Risk Analysis

Will “Upholstery Covers Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Upholstery Covers 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%

“Upholstery Covers 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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles