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Automation Risk Analysis

Will “Pump Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Pump Tester” 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%

“Pump Tester” 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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

Technologies & Software

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

Alternative Job Titles