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Data Scientist (NLP Expert)-Algorithm Team
Data Scientist (NLP Expert)-Algorithm Team
As a Data Scientist (NLP Expert) in the Algorithm Team, you will conduct research and development to solve multilingual e-commerce problems using machine learning. Key responsibilities include developing algorithms for product profiling, category systems, address parsing, and title generation, while staying current with state-of-the-art NLP and deep learning techniques.
About the role
About the Role
As a Data Scientist (NLP Expert) in the Algorithm Team, you will be conducting research and development to solve multilingual problems driven by Lazada business using machine learning techniques.
Responsibilities
- Responsible for developing the algorithms to impact various business functions in e-commerce domain, including but not limited to product profiling, category and property system, address parsing, title generation, etc.
- Following the state-of-the-art research work and the integrated applications on natural language processing, deep learning, multilingual transfer learning, knowledge graph, named entity recognition, sentimental analysis and so on.
- Continuously improving algorithms to adapt to evolving business requirements, and ensuring high efficiency, scalability as well as good coding styles.
Requirements
- At least two years relevant working experience.
- Masters or PhD degree in computer science, engineering, operations research, statistics, mathematics, or equivalent fields.
- Solid theoretical foundations and industry experiences in machine learning, natural language processing, computer vision, personalized search & recommendation, user/seller behavior modeling, knowledge graph and representation, large scale data analysis/platforms.
- Deep understanding and hands-on experiences with machine learning algorithms, such as deep neural networks, Transformer, language model, gradient boosting, reinforcement learning etc.
- Experiences in deep learning frameworks such as Tensorflow, Keras, PyTorch, etc.
- Solid programming skills in SQL, Java, Python and Scala.
- Good interpersonal and communication skills. Good team player, proactive and innovative.