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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

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles