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Automation Risk Analysis

Will “Waste Disposal Leakage Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Waste Disposal Leakage Tester” 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%

“Waste Disposal Leakage Tester” 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

  • 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.

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

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

Technologies & Software

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

Alternative Job Titles