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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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

Technologies & Software

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

Alternative Job Titles