Data Scientist (Dist. 4)ID:10945

18,000,000 VND ~ 25,000,000 VNDHo Chi MinhOver 3 months ago

Overview

  • Salary

    18,000,000 VND ~ 25,000,000 VND

  • Industry

    -

  • Job Description

    As Vietnam’s leading video advertising network Blueseed is looking to enhance its products and services via the power of Big Data. We reach more Internet users via video advertising than any other local network and are working hard to utilize this reach to provide advanced advertising targeting and optimization capabilities.

    We are looking for a candidate to:

    - Help drive our Data Management Platform development. This will involve a wide range of extraction, analysis, and machine learning in a fast moving and flexible environment. You will be naturally analytical and apply this logic to create the best data management strategies within this project.
    - You should have a passion for engineering and optimising databases and algorithms which normalise, filter, reduce and process huge data sets of online transactions in a cost and performance effective manner to deliver highly valuable data outputs.
    - You should have strong mathematical and statistical background which will help you to conceive cutting edge solutions to riddles derived from business requirements, and script them in DB languages such as SQL.
    - You should have mixed qualities of being a perfectionist, and constantly looking to improve your algorithms, whilst knowing how to manage your task backlog well in order to meet tight, fast paced deadlines.

Qualifications

  • Requirement

    * Must have:
    - Education: A Degree in a mathematical, computational or physical science with strong machine learning component
    - Experience:
    + Min 2 years of relevant practical work experience with big data sets.
    + 2+ Years database programming/engineering experience
    + 1+ Years Big Data engineering experience
    + Experience with machine learning frameworks such as scikit-learn, mahout, libsvm, MLlib (in Spark), torch, theano, tensorflow, etc.
    + Strong background in Machine Learning, Data Mining, Artificial Intelligence, including but not limited to Bayesian networks, Neural networks, Heuristics, Support vector machines, genetic algorithms, or PAC learning, statistical classification techniques such as k means and hierarchical clustering, partition trees, and logistic regression.
    + Strong experience in implementing large-scale data science pipeline, machine learning algorithms.
    + Experience with visualization tools such as d3, matplotlib, ggplot…
    + Experience with one or more general purpose programming languages including but not limited to: Java, C/C++, Python, R, Scala, or Go.
    + Experience with multinational organization
    - Language: Intermediate English Language ability

    * PLUS:
    - Experience in Large-Scale Database System, Distributed system (Google Big Query/Amazon Redshift, Hadoop/Mongo, Hive/Pig/SQL)
    - Online advertising experience
    - Understanding of mobile, tablet, smart TV platforms

    * SKILLS
    - Strong Analytical skills
    - Ability to deeply understand business requirements and translate these into actionable production plans
    - Ability to lead independent research and analysis.
    - Open minded and excited to explore new concepts and create innovative solutions

  • English Level

    Intermediate Level

  • Other Language

    English

Additional Information