🤖 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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

Technologies & Software

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

Alternative Job Titles