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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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles