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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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles