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Automation Risk Analysis

Will “Balance Truer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Balance Truer” 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 Truer” 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

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

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

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

Technologies & Software

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

Alternative Job Titles