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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

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles