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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
ℹ️

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.

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

  • Design, install, or troubleshoot manufacturing equipment.

  • 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.

  • Evaluate manufactured products according to specifications and quality standards.

  • Purchase equipment, materials, or parts.

  • Train production personnel in new or existing methods.

  • 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.

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

  • 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.

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

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

  • 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.

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

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

  • Prepare documentation for new manufacturing processes or engineering procedures.

  • 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.

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

  • Review product designs for manufacturability or completeness.

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

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

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  • Computer aided manufacturing CAM software
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  • The MathWorks MATLAB
  • Eko
  • Mistral (Mistral AI)
  • FileMaker Pro
  • SAP software
  • DeepSeek
  • ANSYS AI Simulation
  • SolidWorks Enterprise PDM
  • Supervisory control and data acquisition SCADA software
  • Siemens NX
  • Web browser software
  • Claude (Anthropic)
  • Microsoft Access
  • Microsoft Outlook
  • IBM Notes
  • ChatGPT (OpenAI)
  • CNC Mastercam
  • Product lifecycle management PLM software
  • Microsoft Exchange
  • Microsoft Office software
  • Grok (xAI)
  • R
  • Autodesk AI
  • Autodesk AutoCAD
  • Minitab
  • Microsoft PowerPoint
  • GitHub Copilot
  • Kimi (Moonshot AI)
  • Dassault Systemes SolidWorks
  • Digital micrometers
  • Optical compound microscopes
  • Desktop computers
  • Digital calipers
  • Laptop computers
  • Personal digital assistants PDA
  • Personal computers
  • Scientific calculators