This includes: the development, execution, and management of new machine learning predictive modeling algorithms, the coding/development of tools that use machine learning/predictive modeling to make business decisions, searching for and integrating new data (structure and unstructured, internal and external) that improves our modeling and machine learning results (and ultimately our decisions), and discovery of solutions to business problems that can be solved through the use of machine learning/predictive modeling. Agentic AI, Artificial Intelligence Markup Language, Business Model Development, Business Process Development, Cloud Engineering, Data Analytics, Emerging Technologies, Large Language Models (LLMs), Predictive Analytics, Structured Data, Unstructured Data.