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Automation Risk Analysis

Will “Manufacturing Systems Engineer” be Automated?

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AI Exposure Risk

52%

“Manufacturing Systems 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 Systems 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

  • Evaluate manufactured products according to specifications and quality standards.

  • 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.

  • Review product designs for manufacturability or completeness.

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

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

  • Train production personnel in new or existing methods.

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

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

  • 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.

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

  • Prepare documentation for new manufacturing processes or engineering procedures.

  • Provide technical expertise or support related to manufacturing.

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

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

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

  • Design, install, or troubleshoot manufacturing equipment.

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

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

  • 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.

  • 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.

  • Purchase equipment, materials, or parts.

Technologies & Software

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