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

  • Design and plan layout of equipment.

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

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

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

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

  • Develop computer models of chemical processes.

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

  • Monitor and analyze data from processes and experiments.

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

  • Troubleshoot problems with chemical manufacturing processes.

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

Technologies & Software

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