🤖 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 “Crystal 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%

“Crystal 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%

“Crystal 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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles