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Automation Risk Analysis

Will “Shot Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Shot Examiner” 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%

“Shot Examiner” 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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles