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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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

Technologies & Software

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

Alternative Job Titles