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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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

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

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

  • 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.

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

  • 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.

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles