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Automation Risk Analysis

Will “Typewriter Assembly and Parts Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Typewriter Assembly and Parts 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%

“Typewriter Assembly and Parts 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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

  • 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.

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles