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Automation Risk Analysis

Will “Manufacturing Engineer” be Automated?

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AI Exposure Risk

52%

“Manufacturing 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%

“Manufacturing 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

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

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

  • 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.

  • Evaluate manufactured products according to specifications and quality standards.

  • Purchase equipment, materials, or parts.

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

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

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

  • 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.

  • 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.

  • Train production personnel in new or existing methods.

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

  • Design, install, or troubleshoot manufacturing equipment.

  • Provide technical expertise or support related to manufacturing.

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

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

  • 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.

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

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

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

  • Prepare documentation for new manufacturing processes or engineering procedures.

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

  • Review product designs for manufacturability or completeness.

Technologies & Software

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