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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

  • Design and plan layout of equipment.

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

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

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

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

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

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

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

  • Monitor and analyze data from processes and experiments.

  • Troubleshoot problems with chemical manufacturing processes.

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

  • 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.

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

Technologies & Software

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