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Automation Risk Analysis

Will “Design Engineer” be Automated?

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AI Exposure Risk

52%

“Design 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%

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

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Core Skills & Abilities

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

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

  • 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.

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

  • 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.

  • Review product designs for manufacturability or completeness.

  • Provide technical expertise or support related to manufacturing.

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

  • Evaluate manufactured products according to specifications and quality standards.

  • Design, install, or troubleshoot manufacturing equipment.

  • Train production personnel in new or existing methods.

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

  • 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.

  • Prepare documentation for new manufacturing processes or engineering procedures.

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

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

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

  • Purchase equipment, materials, or parts.

  • 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.

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

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

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

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

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

Technologies & Software

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