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Automation Risk Analysis

Will “Clutch Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Clutch 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%

“Clutch 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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles