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Automation Risk Analysis

Will “Process Application Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Process Application 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%

“Process Application 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.

  • 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.

  • Monitor and analyze data from processes and experiments.

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

  • 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.

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

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

  • Design and plan layout of equipment.

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

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

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

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

Technologies & Software

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