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Automation Risk Analysis

Will “Scientist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Scientist” 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%

“Scientist” 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

  • 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.

  • 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.

  • Develop computer models of chemical processes.

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

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

  • Troubleshoot problems with chemical manufacturing processes.

  • Monitor and analyze data from processes and experiments.

  • Design and plan layout of equipment.

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

  • 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.

Technologies & Software

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