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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

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

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

  • 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.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

  • 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.

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles