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Automation Risk Analysis

Will “Weapons Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Weapons 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 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Weapons 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 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Chemical Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design chemical plant equipment and devise processes for manufacturing chemicals and products, such as gasoline, synthetic rubber, plastics, detergents, cement, paper, and pulp, by applying principles and technology of chemistry, physics, and engineering.

Avg. Annual Salary $128,430
Avg. Hourly Wage $61.75
Available Jobs (US) 20,330
Job Title & Hierarchy Code (SOC) Chemical Engineers #17-2041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Chemical Engineers”

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Core Skills & Abilities

  • Determine most effective arrangement of operations such as mixing, crushing, heat transfer, distillation, and drying.

  • Direct activities of workers who operate or are engaged in constructing and improving absorption, evaporation, or electromagnetic equipment.

  • Develop safety procedures to be employed by workers operating equipment or working in close proximity to ongoing chemical reactions.

  • Develop processes to separate components of liquids or gases or generate electrical currents, using controlled chemical processes.

  • Develop computer models of chemical processes.

  • Conduct research to develop new and improved chemical manufacturing processes.

  • Design measurement and control systems for chemical plants based on data collected in laboratory experiments and in pilot plant operations.

  • Prepare estimate of production costs and production progress reports for management.

  • Perform laboratory studies of steps in manufacture of new products and test proposed processes in small-scale operation, such as a pilot plant.

  • Troubleshoot problems with chemical manufacturing processes.

  • Perform tests and monitor performance of processes throughout stages of production to determine degree of control over variables such as temperature, density, specific gravity, and pressure.

  • Design and plan layout of equipment.

  • Evaluate chemical equipment and processes to identify ways to optimize performance or to ensure compliance with safety and environmental regulations.

  • Monitor and analyze data from processes and experiments.

Technologies & Software

  • The MathWorks MATLAB
  • GE Fanuc Proficy Machine Edition
  • Statistical software
  • Cerebro CerebroMix
  • Microsoft Word
  • Microsoft Access
  • Computer aided design CAD software
  • Llama (Meta)
  • Microsoft Project
  • Structured query language SQL
  • Supervisory control and data acquisition SCADA software
  • Chempute Software EstPro
  • Chempute Software VisiMix
  • EPCON International SYSTEM 7 Process Explorer
  • Microsoft Visual Basic
  • G&P Engineering Software PhysProps
  • Microsoft Exchange
  • SoftLab PHEdesign
  • Desktop publishing software
  • Gemini Code Assist
  • CD-adapco STAR-CAD
  • EPCON International CHEMPRO Engineering Suite
  • Madison Technical Software Chempak Plus
  • Autodesk AI
  • Applied Flow Technology AFT Fathom
  • AutoCAD AI
  • Autodesk AutoCAD
  • Chempute Software SuperPro Designer
  • Absorption process simulation software
  • Gemini (Google)
  • R
  • Perplexity AI
  • Laboratory information management system LIMS
  • Kimi (Moonshot AI)
  • Dassault Systemes CATIA
  • G&P Engineering Software PipeDrop
  • Dassault Systemes SolidWorks
  • ChatGPT (OpenAI)
  • Chemstations CHEMCAD
  • Mistral (Mistral AI)
  • Computer aided manufacturing CAM software
  • Chempute Software ChemDraw
  • SAP software
  • Thermal Analysis Systems The Energy Analyst
  • Control Station ENGINEER
  • Relational database software
  • Applied Flow Technology AFT Arrow
  • Minitab
  • Qwen (Alibaba)
  • C++
  • Presentation software
  • Madison Technical Software Steampak
  • Spreadsheet software
  • C
  • Prode PD-Plus
  • AspenTech aspenONE
  • EPCON International SiNET
  • National Instruments LabVIEW
  • Microsoft Visio
  • ANSYS AI Simulation
  • DeepSeek
  • Nova (Amazon)
  • Microsoft PowerPoint
  • Chempute Software Engineer's Aide SINET
  • GitHub Copilot
  • G&P Engineering Software EngVert
  • Microsoft Excel
  • Microsoft Visual C# .NET
  • Microsoft Office software
  • ChemicaLogic SteamTab
  • Computer aided design and drafting CADD software
  • PTC Creo Parametric
  • Madison Technical Software Enviropak
  • Claude (Anthropic)
  • Grok (xAI)
  • Atomic force microscopes
  • Vial handling systems
  • Gas absorbers
  • Sludge dryers
  • Distillation columns
  • Benchtop centrifuges
  • Benchtop mixers
  • Personal computers
  • Personal digital assistants PDA
  • Safety goggles
  • Laboratory evaporaters
  • Wet scrubbers
  • Agitators
  • Distillation systems
  • Mixing tanks
  • Chromatographic scanning equipment
  • Surface analysis spectroscopes
  • Heat exchangers
  • Powder mixing equipment
  • Plate filter presses
  • Mass spectrometers
  • Lyophilizers
  • Filtration systems
  • Vacuum pumps
  • Catalytic reactors
  • Programmable logic controllers PLC