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Automation Risk Analysis

Will “Counter Tender” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Counter Tender” 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%

“Counter Tender” 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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Position products, components, or parts for testing.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

Technologies & Software

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

Alternative Job Titles