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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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • 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.

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

  • Position products, components, or parts for testing.

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

  • Compute usable amounts of items in shipments.

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

Technologies & Software

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

Alternative Job Titles