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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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

Technologies & Software

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

Alternative Job Titles