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Automation Risk Analysis

Will “Chemical Test Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Chemical Test 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%

“Chemical Test 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.

  • 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.

  • Monitor and analyze data from processes and experiments.

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

  • 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.

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

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

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

  • 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.

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

  • Develop computer models of chemical processes.

Technologies & Software

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