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Automation Risk Analysis

Will “Automatic Typewriter Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Automatic Typewriter 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%

“Automatic Typewriter 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

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

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles