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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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles