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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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles