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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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles