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Chăm sóc sức khỏe
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Nghỉ phép năm

Mô tả 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.

Yêu Cầu Công Việc

• 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++

• 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.