Data Science

1. At least 2 years of experience with the following (Python, Scikit-learn, Tensorflow/PyTorch, Pandas, Numpy, Matplotlib,PySpark, Git, Linux/Command line, etc.)2. Experience working with SQL and NoSQL databases3. Formal academic training in math, statistics, software engineering, or similar - OR - an equivalent amount of hands-on experience and self-directed learning.4. Ability to explore patterns in data and find insights5. Ability to produce effective data visualizations6. Effective verbal and written communication skills7. Self-sufficient/capable in terms of researching and finding answers to problems and roadblocks8. Good understanding of machine learning algorithms and when/why to apply them9. Good understanding of model evaluationA well-rounded knowledge of modern development practices including version control systems, agile development methodologies, cloud servers and services, and so on. PRB