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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

Technologies & Software

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

Alternative Job Titles