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Automation Risk Analysis

Will “Drilling Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Drilling 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%

“Drilling 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

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

Technologies & Software

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

Alternative Job Titles