🤖 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 “Liner 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%

“Liner 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%

“Liner 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

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

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

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

  • 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.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Position products, components, or parts for testing.

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles