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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

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles