🤖 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 “Matrix 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%

“Matrix 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%

“Matrix 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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles