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Automation Risk Analysis

Will “Patch Driller” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Patch Driller” 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%

“Patch Driller” 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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Position products, components, or parts for testing.

  • 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.

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

Technologies & Software

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

Alternative Job Titles