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Key job responsibilities
Key job responsibilities
As an Applied Scientist III on this team you will:* Lead complex and ambiguous projects to deliver bidding recommendation products to advertisers.
* Build machine learning models and utilize data analysis to deliver scalable solutions to business problems.
* Perform hands-on analysis and modeling with very large data sets to develop insights that increase traffic monetization and merchandise sales without compromising shopper experience.
* Work closely with software engineers on detailed requirements, technical designs and implementation of end-to-end solutions in production.
* Establish scalable, efficient, automated processes for large-scale data analysis, machine-learning model development, model validation and serving.
* Research new predictive learning approaches for the sponsored products business.
* Write production code to bring models into production.
* Mentor junior scientists and engineer in the team.
- 5+ years of building machine learning models for business application experience
- PhD, or Master's degree and 6+ years of applied research experience
- Experience programming in Java, C++, Python or related language
- Experience with neural deep learning methods and machine learning
- Experience with modeling tools such as R, scikit-learn, Spark MLLib, MxNet, Tensorflow, numpy, scipy etc.
- Experience with large scale distributed systems such as Hadoop, Spark etc.
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