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Automation Risk Analysis

Will “Racker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #569 of 702. Estimated risk: 92.0%

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AI Exposure Risk

48%

“Racker” 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%

“Racker” 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

  • Clean workpieces, using wire brushes.

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

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

  • 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.

  • Maintain production records.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Preheat workpieces in ovens.

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

Technologies & Software

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

Alternative Job Titles