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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

  • 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 computer models of 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.

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

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

  • 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.

  • 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.

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

  • Design and plan layout of equipment.

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

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

Technologies & Software

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