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Automation Risk Analysis

Will “Engineer” be Automated?

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AI Exposure Risk

52%

“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%

“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

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

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

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

  • Purchase equipment, materials, or parts.

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

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

  • Review product designs for manufacturability or completeness.

  • Design, install, or troubleshoot manufacturing equipment.

  • 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.

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

  • 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.

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

  • 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.

  • Prepare documentation for new manufacturing processes or engineering procedures.

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

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

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

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

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

  • Train production personnel in new or existing methods.

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

  • Provide technical expertise or support related to manufacturing.

Technologies & Software

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