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Automation Risk Analysis

Will “Battery Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Battery Checker” 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%

“Battery Checker” 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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

Technologies & Software

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

Alternative Job Titles