5 years experience as a hands on data scientist
Experience working in AWS
Experience with Databricks (Scala, pyspark, Jupiter)
Strong hands-on skills in sourcing, cleaning, manipulating, and analyzing large volumes of data using distributed computing platform.
Experience in research, design, and implement data models and cutting edge algorithms on high-dimensional, fast-moving, unstructured and structured data.
Experience with complicated and large scale datasets using distributed computing platform, extract insights from data, predict future trends, and optimize towards business metrics.
Experience with machine learning and statistical models to predict or estimate key signals that are used to optimize advertising product performance.
Experience with advanced feature extraction algorithms for applications to facilitate including targeting, relevance, ranking, measurement, and optimization.
Big plus if you have experience in online advertising, recommender system, ranking, ecommerce or relevant areas.