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Automation Risk Analysis

Will “Try Out Person” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Try Out Person” 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%

“Try Out Person” 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 usable amounts of items in shipments.

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

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

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles