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Automation Risk Analysis

Will “Electromechanical Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Electromechanical Inspector” 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%

“Electromechanical Inspector” 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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

Technologies & Software

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

Alternative Job Titles