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Automation Risk Analysis

Will “Jig Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Jig 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%

“Jig 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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles