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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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles