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Automation Risk Analysis

Will “Blending Coordinator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Blending Coordinator” 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%

“Blending Coordinator” 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.

  • Monitor and analyze data from processes and experiments.

  • Develop computer models of chemical processes.

  • Design and plan layout of equipment.

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

  • 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.

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

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

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

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

Technologies & Software

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