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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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

  • Position products, components, or parts for testing.

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

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

  • 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.

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles