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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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Position products, components, or parts for testing.

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

Technologies & Software

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

Alternative Job Titles