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Automation Risk Analysis

Will “Torque Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Torque 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%

“Torque 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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles