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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.

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

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

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

  • 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.

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

Technologies & Software

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

Alternative Job Titles