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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.

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles