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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

  • Design and plan layout of equipment.

  • Conduct research to develop new and improved chemical manufacturing 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.

  • Troubleshoot problems with chemical manufacturing processes.

  • 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 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.

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

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

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

  • 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.

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

Technologies & Software

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