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Automation Risk Analysis

Will “Electric Deicer Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Electric Deicer 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%

“Electric Deicer 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

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

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

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles