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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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles