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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

  • 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.

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

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles