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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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles