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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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

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

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

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

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

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

  • 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

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

Alternative Job Titles