Analyze and correlate complex data from multiple sources
Perform exploratory data analysis to gain deeper understanding of the data
Work with stakeholders, including domain experts and product, to understand use cases and domain-specific problems and identify opportunities for applying machine learning to drive outcomes
Develop tools and algorithms for generating synthetic data sets
Define KPIs to measure model performance
Develop and test statistical and machine learning models for efficacy and operational impact
Write production quality code and work with other software engineering teams to deploy models into production
Support deployed models as a subject matter expert
Be creative and engineer novel features and methods to push beyond our current capabilities
Skills Required
Machine Learning
Python
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