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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.

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

  • 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.

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles