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Automation Risk Analysis

Will “Chemical Strength Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Chemical Strength 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%

“Chemical Strength 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles