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Automation Risk Analysis

Will “Advance Manufacturing Engineer” be Automated?

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AI Exposure Risk

52%

“Advance 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%

“Advance 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

  • Provide technical expertise or support related to manufacturing.

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

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

  • 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.

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

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

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

  • Train production personnel in new or existing methods.

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

  • Prepare documentation for new manufacturing processes or engineering procedures.

  • Review product designs for manufacturability or completeness.

  • Evaluate manufactured products according to specifications and quality standards.

  • 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.

  • 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.

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

  • 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.

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

  • Design, install, or troubleshoot manufacturing equipment.

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

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

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

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

Technologies & Software

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