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Automation Risk Analysis

Will “Matrix Bath Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #569 of 702. Estimated risk: 92.0%

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AI Exposure Risk

48%

“Matrix Bath Operator” 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 Bath Operator” 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

  • 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.

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

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

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

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

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

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

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

  • Maintain production records.

  • 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.

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

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

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

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

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

  • Test machinery to ensure that it is operating properly.

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

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

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

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

  • Clean workpieces, using wire brushes.

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

  • Preheat workpieces in ovens.

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles