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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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

Technologies & Software

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

Alternative Job Titles