Hard Skills
AdvancedMachine LearningThe ability to develop and implement algorithms that allow computers to learn from and make predictions based on data.
ExpertStatistical ModelingApplying mathematical models to summarize data sets and identify underlying trends or relationships.
AdvancedBig Data TechnologiesProficiency in using distributed computing frameworks like Hadoop or Spark to process massive datasets.
IntermediateData VisualizationThe skill of translating complex data findings into clear, visual representations for non-technical stakeholders.
AdvancedProgramming Proficiency (Python/R)Writing clean, efficient, and scalable code for data manipulation and analysis.
IntermediateDatabase Management (SQL/NoSQL)Expertise in querying and managing data stored in structured and unstructured database systems.