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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

  • 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.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

  • 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.

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles