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Automation Risk Analysis

Will “Tip Length Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Tip Length Checker” 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%

“Tip Length Checker” 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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles