🤖 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 “Barrel Tester” 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. Please whitelist replacedbyrobot.info!

AI Exposure Risk

56%

“Barrel Tester” 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%

“Barrel Tester” 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!

Core Skills & Abilities

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles