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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

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

  • 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.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles