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Automation Risk Analysis

Will “Manufacturing Specialist” be Automated?

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AI Exposure Risk

52%

“Manufacturing Specialist” 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%

“Manufacturing Specialist” 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

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

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

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

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

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

  • Purchase equipment, materials, or parts.

  • Review product designs for manufacturability or completeness.

  • Evaluate manufactured products according to specifications and quality standards.

  • 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.

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

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

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

  • 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.

  • 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.

  • Prepare documentation for new manufacturing processes or engineering procedures.

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

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

  • Provide technical expertise or support related to manufacturing.

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

  • Design, install, or troubleshoot manufacturing equipment.

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

  • Train production personnel in new or existing methods.

  • 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.

Technologies & Software

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