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Automation Risk Analysis

Will “Balance Truing Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Balance Truing 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%

“Balance Truing 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”

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Core Skills & Abilities

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

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

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

  • 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.

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

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

  • 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.

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

Alternative Job Titles