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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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles