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Automation Risk Analysis

Will “Storage Battery Inspector” 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” 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” 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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles