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Automation Risk Analysis

Will “Static Balancer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Static 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%

“Static 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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles