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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

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

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

  • Provide technical expertise or support related to manufacturing.

  • 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.

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

  • 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.

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

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

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

  • Review product designs for manufacturability or completeness.

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

  • Prepare documentation for new manufacturing processes or engineering procedures.

  • 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.

  • 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.

  • Design, install, or troubleshoot manufacturing equipment.

  • Purchase equipment, materials, or parts.

  • Train production personnel in new or existing methods.

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

  • 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.

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

  • 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.

Technologies & Software

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