TopDev

Data Scientist

DatVietVAC Group Holdings

222 Pasteur, Phường Võ Thị Sáu, Quận 3, Thành phố Hồ Chí Minh
Job Description
About Company

Your role & responsibilities

  • Work with experienced data scientists and machine learning engineers to build/improve large-scale learning applications (e.g., demographic prediction, churn detection, email campaign optimization, user segmentation, recommender systems, ad optimization, etc).
  • Work closely with the IT team to maintain and improve existing data science applications.
  • Produce comprehensive and clear documentation.

Your skills & qualifications

  • Minimum of 4 years in product development and 1-2 year as data scientist.
  • Hands-on experience with Hadoop ecosystems technologies like HDFS, Spark, etc.
  • Industry experience in designing and implementing recommender systems is a plus.
  • Knowledge of (rep. transfer for) reinforcement learning and natural language processing is a plus.
  • Online/mini-batch learning techniques: SGD, FTRL, L-BFGS, etc. • A/B tests, Bayesian bandit (i.e., multi-armed bandit algorithms).
  • Experience with large datasets.
  • Experience in online advertising.
  • Practical experience with cloud based services like AWS is a plus.
  • Strong coding experience in Python/Scalar, C++ 
  • Good English
  • An advanced degree (Masters, Ph.D) in a field related to data science (i.e., applied mathematics, statistics, machine learning, or computer science).
  • Experience with statistical machine learning, AI, i.e., must have demonstrated excellence in at least three of the following methods/techniques: Random forests, Linear/Logistic regression,regularization techniques, Support vector machines, Factorization machines, Gradient boosting, Clustering techniques, SVD, ALS, etc.
  • Knowledge of deep learning (tools: TensorFlow, Keras, PyTorch; networks: CNN, LSTM, ...)
  • Ability to read research papers and implement them in practice. 

Benefits for you

  • Salary: Competitive and Negotiable
  • Working time: 8:30 - 17:30, Monday - Friday
  • Insurance: Fully entitled social welfare regimes in accordance with Vietnamese law
  • Paid leave: 14 days of Annual leave per year
  • Performance review once a year
  • Activities: Company events & activities
  • Annual health checkup for employee
  • Professional, dynamic, friendly working environment with high promotion opportunities
  • All regimes as prescribed by the State (health insurance, social insurance, ...)

Company

DatVietVAC Group Holdings

Industry

Quảng Cáo Truyền Thông, Giải trí/ Game

Company size

Over 1000

Nationality

Vietnam

About us

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General information

Minimum year of experience

Level

Job Type

Contract type

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