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Automation Risk Analysis

Will “Condenser Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Condenser 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%

“Condenser 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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Notify supervisors or other personnel of production problems.

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

Alternative Job Titles