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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

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

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

  • 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.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • Compute usable amounts of items in shipments.

Technologies & Software

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

Alternative Job Titles