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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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

Technologies & Software

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

Alternative Job Titles