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Automation Risk Analysis

Will “Balance Bridge 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 Bridge 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 Bridge 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

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles