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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

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

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

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

  • Monitor and analyze data from processes and experiments.

  • 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.

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

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

  • 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.

  • Develop computer models of chemical processes.

  • Design and plan layout of equipment.

  • Troubleshoot problems with chemical manufacturing processes.

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

Technologies & Software

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