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Automation Risk Analysis

Will “Television Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Television 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%

“Television 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

Technologies & Software

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

Alternative Job Titles