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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.

  • 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 computer models of chemical 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.

  • Troubleshoot problems with chemical manufacturing processes.

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

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

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

  • Design and plan layout of equipment.

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

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

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

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

Technologies & Software

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