🤖 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 “Pattern Checker” 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%

“Pattern Checker” 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%

“Pattern Checker” 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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles