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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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles