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Automation Risk Analysis

Will “Slide Fasteners Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Slide Fasteners 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%

“Slide Fasteners 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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • 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.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles