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Automation Risk Analysis

Will “Sewer Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Sewer 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%

“Sewer 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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles