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Automation Risk Analysis

Will “Gas Combustion Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Gas Combustion 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%

“Gas Combustion 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

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

  • 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.

  • 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.

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

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

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

  • Design and plan layout of equipment.

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

  • Troubleshoot problems with chemical manufacturing processes.

  • Monitor and analyze data from processes and experiments.

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

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

Technologies & Software

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