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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

  • Evaluate manufactured products according to specifications and quality standards.

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

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

  • 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.

  • Provide technical expertise or support related to manufacturing.

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

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

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

  • Prepare documentation for new manufacturing processes or engineering procedures.

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

  • Purchase equipment, materials, or parts.

  • 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.

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

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

  • Train production personnel in new or existing methods.

  • Design, install, or troubleshoot manufacturing equipment.

  • 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.

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

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

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

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

  • 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.

  • Review product designs for manufacturability or completeness.

Technologies & Software

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