🤖 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 “Railroad Wheels and Axle 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. Please whitelist replacedbyrobot.info!

AI Exposure Risk

56%

“Railroad Wheels and Axle 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%

“Railroad Wheels and Axle 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!

Core Skills & Abilities

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • Position products, components, or parts for testing.

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

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

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

  • 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.

  • 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.

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

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

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

  • 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.

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles