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Automation Risk Analysis

Will “Automation Engineer” be Automated?

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AI Exposure Risk

52%

“Automation 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%

“Automation 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

  • Provide technical expertise or support related to manufacturing.

  • 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.

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

  • 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.

  • Train production personnel in new or existing methods.

  • Prepare documentation for new manufacturing processes or engineering 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.

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

  • 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.

  • 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.

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

  • Design, install, or troubleshoot manufacturing equipment.

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

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

  • Evaluate manufactured products according to specifications and quality standards.

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

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

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

  • Purchase equipment, materials, or parts.

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

Technologies & Software

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