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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

  • 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.

  • Design and plan layout of equipment.

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

  • 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.

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

  • 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.

  • 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.

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

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

Technologies & Software

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