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Senior Data Scientist
2 months ago
- Senior Data Scientist
Client's R&D Data Management Platform and Ads team is responsible for a wide range of mobile services such as app/video/music/bookstore, cloud storage, payment, search, etc. for smart phone, wearable, and smart home devices.
They are looking for an experienced Senior Data Scientist, to develop and apply algorithms and models in areas such as user behavior modeling, ads, and searching.
Responsibilities:
- Apply latest data analytic and machine learning technologies to innovative applications in both BI analysis and business scenarios like recommendation, ads, search, and fraud detection.
- Expand Data as Service collaboration with partners in US and other international markets.
- Apply deep learning algorithm to improve understanding of user behavior and content.
- Help to evolve large scale Data Management Platform and tools in all aspects, from data collection to data processing, exploration, visualization, and modeling
Requirements:
- Master's degree in computer science/math/statistics
- 3+ years relevant work experience of Data Science
- Knowledge of basic signal processing and applied statistics concepts
- Knowledge of data analysis techniques.
- Experience in the implementation and validation of big data algorithms and models.
- Strong communications skills.
- Ability to work well as part of a team
Preferred:
- Versed in the process of applying effective algorithms to large scale data modeling.
- Experience with deep learning algorithms as well as development tools, such as: TensorFlow, Kera's, etc.
- Experience in Hadoop/Spark/Flink or similar big data frameworks.
- Programming experience with Python (with popular packages)/R/Scala.
- Experience with DMP or Advertising system is a plus
- Experience with Client and DL is a plus
