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Automation Risk Analysis

Will “Brass Sorter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Brass Sorter” 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%

“Brass Sorter” 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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles