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Automation Risk Analysis

Will “Blade Balancer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Blade Balancer” 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%

“Blade Balancer” 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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles