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Automation Risk Analysis

Will “Bullet Slugs Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Bullet Slugs 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%

“Bullet Slugs 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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

Technologies & Software

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

Alternative Job Titles