Come help us to make the world a better place. One Scala class at a time.
Who are we?
Ecole polytechnique is intensively developing its research activity on big data technologies and data science through the Data Science Initiative program. Several research projects in this field are already involving different laboratories, including the CMAP (center for applied mathematics) and the LIX (laboratory for informatics).
The Data Science Initiative research team is seeking for a Software Engineer to work on one of our main projects. We are working on pattern detection using machine learning techniques on one of the world’s largest health database. This database records every health related transaction for more than 60 millions people, resulting in hundreds of Terabytes of data. The project outcome will have a broad societal impact, either from medical or economical viewpoints.
Our team is composed of several enthusiast mathematicians (international researchers and PhD students) and data-driven software engineers. It is a team with a big ambition, and a lot of room for creative solutions.
What we do
Right now, we are using a simple stack based on an HDFS – Spark cluster. We are also developing an open source C++/Python library called tick (you can check its Github page) that features several homemade machine learning algorithms for longitudinal data analysis.
The main workflow is quite standard:
Who are you?
You are either:
You will be able to:
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