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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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles