Data Scientists (Database, Python, C++)

DatVietVAC
Đã hết hạn
222 Pasteur, Phường Võ Thị Sáu, District 3, Ho Chi Minh
Tại văn phòng

Mô tả công việc

We are looking for senior data scientists to join our data science team at AIACTIV, a newly created company of DatViet group. The successful candidate will:

  • 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

Yêu cầu công việc

Qualifications:

  • Having experience in the field of OTT or Ad network.
  • 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.
  • Strong coding experience in Python/Scalar, C++
  • Good oral and written communication skills.
  • Ability to work well both independently as well as part of a team.

Preferred skills:

  • 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

DatVietVAC

Xem công ty

The largest and vertically integrated media & entertainment group that provides end-to-end solutions

Mô hình công ty
Sản phẩm
Quy mô công ty
501-1000 nhân viên
Quốc gia
Vietnam
Thời gian làm việc
Thứ 2 - Thứ 6
Làm việc ngoài giờ
Không có OT

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