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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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

Technologies & Software

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

Alternative Job Titles