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Automation Risk Analysis

Will “Power Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Power Checker” 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%

“Power Checker” 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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles