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Automation Risk Analysis

Will “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%

“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%

“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

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

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

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles