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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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles