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Automation Risk Analysis

Will “Electronics Scale Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Electronics Scale 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%

“Electronics Scale 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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

  • 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.

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

  • Position products, components, or parts for testing.

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles