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Automation Risk Analysis

Will “Project Engineer” be Automated?

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AI Exposure Risk

52%

“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%

“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

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

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

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

  • Provide technical expertise or support related to manufacturing.

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

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

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

  • Prepare documentation for new manufacturing processes or engineering procedures.

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

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

  • Train production personnel in new or existing methods.

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

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

  • 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 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.

  • 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, install, or troubleshoot manufacturing equipment.

  • Purchase equipment, materials, or parts.

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

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

  • 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.

  • Evaluate manufactured products according to specifications and quality standards.

  • Review product designs for manufacturability or completeness.

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

Technologies & Software

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