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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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles