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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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

  • Position products, components, or parts for testing.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles