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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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles