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Automation Risk Analysis

Will “Weapons Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Weapons Designer” 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 Designer” 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

  • Monitor and analyze data from processes and experiments.

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

  • 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.

  • Develop computer models of chemical processes.

  • Design and plan layout of equipment.

  • Troubleshoot problems with chemical manufacturing processes.

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

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

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

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

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

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

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

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

Technologies & Software

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