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Automation Risk Analysis

Will “Polymerization Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Polymerization Engineer” 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%

“Polymerization Engineer” 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

  • 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.

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

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

  • Troubleshoot problems with chemical manufacturing processes.

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

  • 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.

  • 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.

  • Monitor and analyze data from processes and experiments.

  • 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.

  • 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.

Technologies & Software

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