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Automation Risk Analysis

Will “Thread Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Thread 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%

“Thread 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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles