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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

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

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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles