DatVietVAC Group Holdings

DatVietVAC Group Holdings

Data Scientist

Trách nhiệm công việc:

  • 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.

Kỹ năng & Chuyên môn:

  • 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. 
4 giờ trước

Địa điểm

  • 222 Pasteur, Phường Võ Thị Sáu, Quận 3, Thành phố Hồ Chí Minh
DatVietVAC Group Holdings
DatVietVAC Group Holdings
DatVietVAC Group Holdings
DatVietVAC Group Holdings
DatVietVAC Group Holdings

Website

http://www.datvietvac.vn

Địa điểm

  • 222 Pasteur, Phường Võ Thị Sáu, Quận 3, Thành phố Hồ Chí Minh

Quy mô công ty

Over 1000

Ngành nghề

Các công nghệ sử dụng

Quốc tịch công ty

Vietnam