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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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

Technologies & Software

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

Alternative Job Titles