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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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles