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Automation Risk Analysis

Will “Manufacturing Project Engineer” be Automated?

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AI Exposure Risk

52%

“Manufacturing Project 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 Project 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.

  • Purchase equipment, materials, or parts.

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

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

  • Provide technical expertise or support related to manufacturing.

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

  • Review product designs for manufacturability or completeness.

  • 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.

  • Evaluate manufactured products according to specifications and quality standards.

  • Train production personnel in new or existing methods.

  • 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.

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

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

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

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

  • 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 layout of equipment or workspaces to achieve maximum efficiency.

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

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

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

  • 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.

Technologies & Software

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