Key job responsibilities· Analyze a large amount of historical data to detect patterns, analyze trends and identify correlations and causalities
· Innovate, design, develop and evaluate machine learning models to solve business problems and improve customer experience
· Work closely with software engineering teams to establish automated, efficient and scalable processes for data collection, retention and analysis as well as model development, validation, deployment and maintenance
- 3+ years of building models for business application experience
- PhD, or Master's degree and 4+ years of CS, CE, ML or related field experience
- Experience in patents or publications at top-tier peer-reviewed conferences or journals
- Experience programming in Java, C++, Python or related language
- Experience in any of the following areas: algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, high-performance computing
- Experience using Unix/Linux
- Experience in professional software development
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