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Ho Chi Minh

Data Scientist, R&D Lab

What you will do

  • Extract, analyze, and apply data-mining and machine learning techniques to large structured and unstructured datasets;
  • Design, develop and test large-scale data science pipeline and machine learning algorithms;
  • Design and analyze experiments to test new features & products;
  • Develop new algorithms and models for product improvement;
  • Work with product managers, designers, and engineers to build new features and products;
  • Providing technical solutions to match business requirements with focus on scalability and handling fast-growing data sets;
  • End-to-end data processing, troubleshooting, and problem diagnosis;
  • Implement the tools and services, handling performance, scale, availability, accuracy and monitoring;
  • Create interactive dashboards and unique data visualisations.

What you will need

  • BA/BS in Computer Science or related technical field or equivalent practical experience;
  • 1 years relevant work experience with large amounts of real data;
  • Experience with one or more general purpose programming languages including but not limited to: Java, C/C++, Python, R, Scala, or Go;
  • Strong background in Machine Learning, Data Mining, Artificial Intelligence;
  • Strong experience in implementing large-scale data science pipeline, machine learning algorithms;
  • Experience with modern ML frameworks such as scikit-learn, mahout, libsvm, MLlib (in Spark), torch, theano, tensorflow, etc;
  • Experience with visualization tools such as d3, matplotlib, ggplot;
  • Understanding of applied statistics including sampling approaches, causal modeling, time series analysis;
  • Experience in Hadoop/Spark and/or other MapReduce paradigms is a plus;
  • Experience in large-scale DB, building large-scale distributed applications and services is a plus;
  • Knowledge of Deep Learning is a plus!