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Automation Risk Analysis

Will “Chemical Printed Circuit Board Component Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Chemical Printed Circuit Board Component 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%

“Chemical Printed Circuit Board Component 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.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • 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.

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

Technologies & Software

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

Alternative Job Titles