🤖 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 “Mat 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%

“Mat 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%

“Mat 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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

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

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

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles