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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

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles