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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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles