🤖 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 “Garment 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. Please whitelist replacedbyrobot.info!

AI Exposure Risk

56%

“Garment 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%

“Garment 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!

Core Skills & Abilities

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles