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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

  • Troubleshoot problems with chemical manufacturing processes.

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

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

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

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

  • Monitor and analyze data from processes and experiments.

  • Design and plan layout of equipment.

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

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

  • 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.

  • Conduct research to develop new and improved chemical manufacturing 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.

Technologies & Software

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