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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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

Technologies & Software

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

Alternative Job Titles