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Automation Risk Analysis

Will “Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“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%

“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

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

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

  • 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.

  • 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.

  • Develop computer models of chemical processes.

  • Monitor and analyze data from processes and experiments.

  • Design and plan layout of equipment.

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

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

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

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

  • Troubleshoot problems with chemical manufacturing processes.

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

Technologies & Software

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