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Automation Risk Analysis

Will “Ceramic Coater” be Automated?

Historical Context: Oxford Study (2013)

Ranked #569 of 702. Estimated risk: 92.0%

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AI Exposure Risk

48%

“Ceramic Coater” 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%

“Ceramic Coater” 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

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

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

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

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

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

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

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

  • 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.

  • Test machinery to ensure that it is operating properly.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Preheat workpieces in ovens.

  • Maintain production records.

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

  • Clean workpieces, using wire brushes.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles