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Automation Risk Analysis

Will “Bolt Sorter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Bolt 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%

“Bolt 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

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

  • 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.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles