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Automation Risk Analysis

Will “Telegraph Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Telegraph 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%

“Telegraph 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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles