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Automation Risk Analysis

Will “Facility Engineer” be Automated?

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AI Exposure Risk

52%

“Facility 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%

“Facility 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

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

  • 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.

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

  • 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.

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

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

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

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

  • Train production personnel in new or existing methods.

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

  • Evaluate manufactured products according to specifications and quality standards.

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

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

  • Prepare documentation for new manufacturing processes or engineering procedures.

  • Design, install, or troubleshoot manufacturing equipment.

  • 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.

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

  • 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.

  • Review product designs for manufacturability or completeness.

  • 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.

Technologies & Software

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