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Automation Risk Analysis

Will “Watch Assembly 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 Assembly 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 Assembly 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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles