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Automation Risk Analysis

Will “Locks Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Locks Inspector” 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%

“Locks Inspector” 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.

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles