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Automation Risk Analysis

Will “Absorption and Adsorption Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Absorption and Adsorption 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%

“Absorption and Adsorption 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

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

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

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

  • Design and plan layout of equipment.

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

  • Troubleshoot problems with chemical manufacturing processes.

  • Develop computer models of chemical processes.

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

  • Monitor and analyze data from processes and experiments.

  • 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.

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

  • 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.

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

Technologies & Software

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