Data Scientist

Cambridge, MA · Job # 8072BK

You will become a member of Data Analytics Team. As a team member, you will be designing Machine Learning / Deep Learning platform product systems. You will participate in Data Analysis and Reporting system development. The technology stack relies on a combination of industry standard open source and commercial components (like MapD/Immerse, C*, MongoDB, Spark and Hadoop ecosystem).

  • You will develop high-performance and high-availability in-house real-time analytics system based on MapD+Immerse engine together
  • You will also design and develop various ML pipelines
  • You will lead many DL/ML projects related to various company products in PC, Console and Cloud Gaming areas
  • You will participate in development of automatic data cleanup and validation system owned by your team
  • You will build complex Data automation and Analytics systems using Apache Hadoop ecosystem, including Map-Reduce, Spark and various self-developed components          

Requirements:

  • Fully understand parallel computing on multi-threads and multi-processes
  • Fluent in DL/ML (Statistics, Fraud/Anomaly detection, user segmentation, recommendation systems, A/B testing) and Data Analytics
  • Flawless understanding of Regression, Classification, Clusterization (transactional and real variables) and embedding methodologies

Extra Special:           

  • Programming skills in R, Python (jupyter/ipython), C/C++
  • Basic Linux skills
  • Experience in any of sklearn, scipy, numpy, pandas, matplotlib, Theano/TensorFlow/Keras, xgboost/catboost is a huge plus
  • Deep understanding of DL models development (RNN, Dense, Convolutional, ensembles) is valuable
  • Real passion for PC/Mobile/Cloud gaming is highly desired
Apply For this Position
Create an Account

Track your jobs and take advantage of one click applying by creating an account.

Register Now
Let Us Search

Want us to do the work for you? Submit your resume and we'll find a job that's a perfect match for you!

Submit Resume