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Automation Risk Analysis

Will “Storage Battery Inspector and Tester” 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 and Tester” 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 and Tester” 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

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles