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Automation Risk Analysis

Will “Utilities Service Investigator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Utilities Service Investigator” 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%

“Utilities Service Investigator” 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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles