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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

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

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

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

Technologies & Software

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

Alternative Job Titles