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Automation Risk Analysis

Will “Dry Cell Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Dry Cell 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%

“Dry Cell 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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles