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