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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

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

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

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

  • 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.

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

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

  • Design and plan layout of equipment.

  • Monitor and analyze data from processes and experiments.

Technologies & Software

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