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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

  • 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.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

  • 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.

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

  • 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.

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

Technologies & Software

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

Alternative Job Titles