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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

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

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

  • Prepare documentation for new manufacturing processes or engineering procedures.

  • 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.

  • Provide technical expertise or support related to manufacturing.

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

  • Evaluate manufactured products according to specifications and quality standards.

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

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

  • Purchase equipment, materials, or parts.

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

  • 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.

  • Train production personnel in new or existing methods.

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

  • Review product designs for manufacturability or completeness.

  • Design, install, or troubleshoot manufacturing equipment.

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

  • 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.

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

  • 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.

  • 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.

Technologies & Software

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