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Automation Risk Analysis

Will “Loom Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Loom Checker” 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%

“Loom Checker” 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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

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

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles