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Automation Risk Analysis

Will “Rotor Balancer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Rotor 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%

“Rotor 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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles