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Automation Risk Analysis

Will “Matrix Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #569 of 702. Estimated risk: 92.0%

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AI Exposure Risk

48%

“Matrix Worker” will probably not 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 48% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

59%

“Matrix Worker” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 59% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Plating Machine Setters, Operators, and Tenders, Metal and Plastic, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Set up, operate, or tend plating machines to coat metal or plastic products with chromium, zinc, copper, cadmium, nickel, or other metal to protect or decorate surfaces. Typically, the product being coated is immersed in molten metal or an electrolytic solution.

Avg. Annual Salary $43,820
Avg. Hourly Wage $21.07
Available Jobs (US) 31,510
Job Title & Hierarchy Code (SOC) Plating Machine Setters, Operators, and Tenders, Metal and Plastic #51-4193
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Plating Machine Setters, Operators, and Tenders, Metal and Plastic”

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Core Skills & Abilities

  • Monitor and measure thicknesses of electroplating on component parts to verify conformance to specifications, using micrometers.

  • Position objects to be plated in frames, or suspend them from positive or negative terminals of power supplies.

  • Immerse objects to be coated or plated into cleaning solutions, or spray objects with conductive solutions to prepare them for plating.

  • Replace worn parts and adjust equipment components, using hand tools.

  • Suspend sticks or pieces of plating metal from anodes, or positive terminals, and immerse metal in plating solutions.

  • Clean workpieces, using wire brushes.

  • Remove objects from solutions at periodic intervals and observe objects to verify conformance to specifications.

  • Inspect coated or plated areas for defects, such as air bubbles or uneven coverage.

  • Set up, operate, or tend plating or coating machines to coat metal or plastic products with chromium, zinc, copper, cadmium, nickel, or other metal to protect or decorate surfaces.

  • Examine completed objects to determine thicknesses of metal deposits, or measure thicknesses by using instruments such as micrometers.

  • Operate hoists to place workpieces onto machine feed carriages or spindles.

  • Measure or weigh materials, using rulers, calculators, and scales.

  • Immerse workpieces in coating solutions or liquid metal or plastic for specified times.

  • Adjust controls to set temperatures of coating substances and speeds of machines and equipment.

  • Mix and test solutions, and turn valves to fill tanks with solutions.

  • Determine sizes and compositions of objects to be plated, and amounts of electrical current and time required.

  • Remove excess materials or impurities from objects, using air hoses or grinding machines.

  • Measure and set stops, rolls, brushes, and guides on automatic feeders and conveying equipment or coating machines, using micrometers, rules, and hand tools.

  • Perform equipment maintenance, such as cleaning tanks and lubricating moving parts of conveyors.

  • Measure, mark, and mask areas to be excluded from plating.

  • Read production schedules to determine setups of equipment and machines.

  • Preheat workpieces in ovens.

  • Test machinery to ensure that it is operating properly.

  • Operate sandblasting equipment to roughen and clean surfaces of workpieces.

  • Place plated or coated materials on racks and transfer them to ovens to dry for specified periods of time.

  • Maintain production records.

  • Position and feed materials into processing machines, by hand or by using automated equipment.

  • Position containers to receive parts, and load or unload materials in containers, using dollies or handtrucks.

  • Observe gauges to ensure that machines are operating properly, making adjustments or stopping machines when problems occur.

  • Rinse coated objects in cleansing liquids and dry them with cloths, centrifugal driers, or by tumbling in sawdust-filled barrels.

  • Clean and maintain equipment, using water hoses and scrapers.

  • Adjust dials to regulate flow of current and voltage supplied to terminals to control plating processes.

  • Suspend objects, such as parts or molds from cathode rods, or negative terminals, and immerse objects in plating solutions.

Technologies & Software

  • Oracle Advanced Procurement
  • Microsoft Excel
  • Sight Machine AI
  • Siemens Industrial AI
  • Computer aided design CAD software
  • Rockwell Automation AI
  • Cognex Vision AI
  • Hazardous materials management HMS software
  • ABB AI Robotics
  • Microsoft Word
  • Microsoft Outlook
  • Autodesk AutoCAD
  • Chain hoists
  • Sand blasters
  • Spin dryers
  • Plating tank
  • Thermo galvanometers
  • Digital micrometers
  • Digital calipers
  • Pallet jacks
  • Digital ammeters
  • Digital levels
  • Metal inert gas MIG welders
  • Floor jacks
  • Monorail conveyer systems
  • Fixed workshop cranes
  • Wheeled forklifts
  • Bake ovens

Alternative Job Titles