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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

  • 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.

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles