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Automation Risk Analysis

Will “Manufacturing Automation Engineer” be Automated?

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AI Exposure Risk

52%

“Manufacturing Automation 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 Automation 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

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

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

  • Evaluate manufactured products according to specifications and quality standards.

  • 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.

  • Train production personnel in new or existing methods.

  • 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.

  • 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.

  • Review product designs for manufacturability or completeness.

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

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

  • 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.

  • Provide technical expertise or support related to manufacturing.

  • 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.

  • 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.

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

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

  • Design, install, or troubleshoot manufacturing equipment.

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

  • Purchase equipment, materials, or parts.

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

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

Technologies & Software

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