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Automation Risk Analysis

Will “Manufacturing Applications Engineer” be Automated?

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AI Exposure Risk

52%

“Manufacturing Applications 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%

“Manufacturing Applications 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

  • Train production personnel in new or existing methods.

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

  • Prepare documentation for new manufacturing processes or engineering procedures.

  • Evaluate manufactured products according to specifications and quality standards.

  • 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.

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

  • 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.

  • 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.

  • Purchase equipment, materials, or parts.

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

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

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

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

  • 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.

  • Provide technical expertise or support related to manufacturing.

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

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

  • Review product designs for manufacturability or completeness.

  • Design, install, or troubleshoot manufacturing equipment.

  • 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

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