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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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

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

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

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

Technologies & Software

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

Alternative Job Titles