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Automation Risk Analysis

Will “Storage Battery 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 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 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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles