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Automation Risk Analysis

Will “Cell Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Cell Inspector” 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 Inspector” 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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles