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Automation Risk Analysis

Will “Plastics Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Plastics 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%

“Plastics 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

  • 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.

  • 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.

  • Troubleshoot problems with chemical manufacturing 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.

  • Develop computer models of chemical processes.

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

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

  • 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.

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

  • Design and plan layout of equipment.

  • 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

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