🤖 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 “Wheel and Pinion 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%

“Wheel and Pinion 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%

“Wheel and Pinion 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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles