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Automation Risk Analysis

Will “Engineering Scientist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Engineering 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%

“Engineering 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

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

  • 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.

  • Troubleshoot problems with chemical manufacturing processes.

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

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

  • Design and plan layout of equipment.

  • 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.

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

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

  • 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.

Technologies & Software

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