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Automation Risk Analysis

Will “Storage Battery Inspector and Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Storage Battery Inspector and Tester” 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%

“Storage Battery Inspector and Tester” 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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles