🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     
Automation Risk Analysis

Will “Bobbin Sorter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

AI Exposure Risk

56%

“Bobbin 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%

“Bobbin 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”

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

Core Skills & Abilities

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

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles