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Automation Risk Analysis

Will “Golf Club Head Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Golf Club Head 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%

“Golf Club Head 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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles