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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

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

  • Review product designs for manufacturability or completeness.

  • Prepare documentation for new manufacturing processes or engineering procedures.

  • 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.

  • 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.

  • Provide technical expertise or support related to manufacturing.

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

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

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

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

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

  • 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.

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

  • Train production personnel in new or existing methods.

  • Purchase equipment, materials, or parts.

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

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

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

  • 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.

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

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

  • Design, install, or troubleshoot manufacturing equipment.

Technologies & Software

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