🤖 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 “Winding Inspector” 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%

“Winding Inspector” 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%

“Winding Inspector” 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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

  • Compute usable amounts of items in shipments.

Technologies & Software

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

Alternative Job Titles