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Automation Risk Analysis

Will “Ball Points Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Ball Points 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%

“Ball Points 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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

Technologies & Software

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

Alternative Job Titles