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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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

Technologies & Software

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

Alternative Job Titles