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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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles