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Automation Risk Analysis

Will “Watch Parts Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Watch Parts 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%

“Watch Parts 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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles