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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

  • Conduct research to develop new and improved chemical manufacturing 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.

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

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

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

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

  • Develop computer models of 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.

  • Troubleshoot problems with chemical manufacturing processes.

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

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

  • Design and plan layout of equipment.

  • Monitor and analyze data from processes and experiments.

Technologies & Software

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