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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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

  • 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.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • 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.

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles