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Automation Risk Analysis

Will “Fuel Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Fuel 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%

“Fuel 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

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

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

  • Develop computer models of chemical processes.

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

  • 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.

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

  • 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.

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

  • Design and plan layout of equipment.

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

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

  • 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.

Technologies & Software

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