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Automation Risk Analysis

Will “Transmission Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Transmission 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%

“Transmission 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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles