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Automation Risk Analysis

Will “Plant Engineer” be Automated?

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AI Exposure Risk

52%

“Plant Engineer” 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 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

44%

“Plant Engineer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 44% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Manufacturing Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design, integrate, or improve manufacturing systems or related processes. May work with commercial or industrial designers to refine product designs to increase producibility and decrease costs.

Job Title & Hierarchy Code (SOC) Manufacturing Engineers #17-2112.03
ℹ️

Data is based on the reference occupation: “Manufacturing Engineers”

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Core Skills & Abilities

  • Prepare reports summarizing information or trends related to manufacturing performance.

  • Evaluate current or proposed manufacturing processes or practices for environmental sustainability, considering factors such as greenhouse gas emissions, air pollution, water pollution, energy use, or waste creation.

  • Estimate costs, production times, or staffing requirements for new designs.

  • Develop sustainable manufacturing technologies to reduce greenhouse gas emissions, minimize raw material use, replace toxic materials with non-toxic materials, replace non-renewable materials with renewable materials, or reduce waste.

  • Analyze the financial impacts of sustainable manufacturing processes or sustainable product manufacturing.

  • Provide technical expertise or support related to manufacturing.

  • Incorporate new manufacturing methods or processes to improve existing operations.

  • Train production personnel in new or existing methods.

  • Review product designs for manufacturability or completeness.

  • Design, install, or troubleshoot manufacturing equipment.

  • Redesign packaging for manufactured products to minimize raw material use or waste.

  • Troubleshoot new or existing product problems involving designs, materials, or processes.

  • Design tests of finished products or process capabilities to establish standards or validate process requirements.

  • Communicate manufacturing capabilities, production schedules, or other information to facilitate production processes.

  • Evaluate manufactured products according to specifications and quality standards.

  • Apply continuous improvement methods, such as lean manufacturing, to enhance manufacturing quality, reliability, or cost-effectiveness.

  • Determine root causes of failures or recommend changes in designs, tolerances, or processing methods, using statistical procedures.

  • Read current literature, talk with colleagues, participate in educational programs, attend meetings or workshops, or participate in professional organizations or conferences to keep abreast of developments in the manufacturing field.

  • Design layout of equipment or workspaces to achieve maximum efficiency.

  • Supervise technicians, technologists, analysts, administrative staff, or other engineers.

  • Purchase equipment, materials, or parts.

  • Identify opportunities or implement changes to improve manufacturing processes or products or to reduce costs, using knowledge of fabrication processes, tooling and production equipment, assembly methods, quality control standards, or product design, materials and parts.

  • Investigate or resolve operational problems, such as material use variances or bottlenecks.

  • Prepare documentation for new manufacturing processes or engineering procedures.

Technologies & Software

  • The MathWorks MATLAB
  • National Instruments LabVIEW
  • SAP software
  • IBM Notes
  • Grok (xAI)
  • ANSYS AI Simulation
  • Qwen (Alibaba)
  • Microsoft Office software
  • SolidWorks Enterprise PDM
  • Geometric CAMWorks
  • PTC Creo Parametric
  • C
  • Enterprise resource planning ERP software
  • Dassault Systemes CATIA
  • Microsoft Excel
  • Minitab
  • Microsoft PowerPoint
  • Nova (Amazon)
  • Autodesk AI
  • Microsoft Visual Basic
  • Microsoft Outlook
  • Microsoft Project
  • Perplexity AI
  • Supervisory control and data acquisition SCADA software
  • Microsoft Internet Explorer
  • GitHub Copilot
  • Microsoft Word
  • Computer aided manufacturing CAM software
  • ChatGPT (OpenAI)
  • Programmable logic controller PLC software
  • Microsoft Exchange
  • R
  • Dassault Systemes SolidWorks
  • CNC Mastercam
  • Microsoft Visio
  • DeepSeek
  • Microsoft SharePoint
  • Web browser software
  • Mistral (Mistral AI)
  • AutoCAD AI
  • Siemens NX
  • Eko
  • Product lifecycle management PLM software
  • Microsoft Access
  • Llama (Meta)
  • Gemini (Google)
  • Autodesk AutoCAD
  • Claude (Anthropic)
  • Kimi (Moonshot AI)
  • Computer numerical control CNC software
  • FileMaker Pro
  • Gemini Code Assist
  • Optical compound microscopes
  • Personal digital assistants PDA
  • Digital calipers
  • Desktop computers
  • Digital micrometers
  • Laptop computers
  • Personal computers
  • Scientific calculators