December 8, 2021
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Singapore, Singapore
December 8, 2021
Apply NowJob description
Responsibilities
- Lead the data scientist team to provide fully customized user experience, including recommendations and search engine results.
- Conceptualize, design, prototype and implement production-quality systems. Choose the most appropriate algorithm & technical solution for each scenario.
- Conduct research and survey on a lot of interesting and challenging problems. Leverage state-of-the-art algorithms to boost the business growth.
- Implement a complete monitoring system for performance evaluation and business insights. Identify the pain points through data and understand how impact is made.
Requirements
- Master's degree or PhD in Computer Science/IT/Statistics/Engineer or any other related fields.
- At least 3 years experience in recommender systems or search engine systems.
- Understand popular feature engineering & modeling techniques, such as hash embedding, graph embedding, DNN, FM, RF, XGB, etc.
- Strong in engineering. Understand the architectures of modeling solutions and how to ensure the quality of service.
- Strong in doing research & survey. Incisive in data analytics.
- Experienced in leading a team. With excellent communication skills, teamwork spirit.
