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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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles