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Automation Risk Analysis

Will “Methods Engineer” be Automated?

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AI Exposure Risk

52%

“Methods 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%

“Methods 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

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

  • Evaluate manufactured products according to specifications and quality standards.

  • 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.

  • Review product designs for manufacturability or completeness.

  • Train production personnel in new or existing methods.

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

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

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

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

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

  • Prepare documentation for new manufacturing processes or engineering procedures.

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

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

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

  • 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.

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

  • 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.

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

  • Purchase equipment, materials, or parts.

  • Design, install, or troubleshoot manufacturing equipment.

  • Provide technical expertise or support related to manufacturing.

  • 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.

Technologies & Software

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