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Automation Risk Analysis

Will “Billet Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Billet 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%

“Billet 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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

Alternative Job Titles