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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

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

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

  • 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.

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

  • 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.

  • Design, install, or troubleshoot manufacturing equipment.

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

  • Review product designs for manufacturability or completeness.

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

  • 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.

  • Prepare documentation for new manufacturing processes or engineering procedures.

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

  • Evaluate manufactured products according to specifications and quality standards.

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

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

  • Purchase equipment, materials, or parts.

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

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

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

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

  • 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.

  • Train production personnel in new or existing methods.

Technologies & Software

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