Data Scientist Nature Language Processing/Knowledge Graph, Marketplace – Data Science Team
Singapore
The mission of the Marketplace Data team is to build sustainable and scalable data products to promote the business and mission of Shopee marketplace by analyzing massive item and user related data, producing reliable predictive business insights and data-driven services, maximising the effectiveness of marketing campaigns as well as providing personalised e-commerce experiences based on all-round item profiling and user profiling data and information.
Job Description
- Responsible for building product knowledge graphs, including SPU base, item profiling, brand base and etc.
- Continuously improving the algorithms to adapt the rapid evolving business requirements
- Research on the state-to-art algorithms and integrating the advanced approaches into production service e.g. knowledge graph, information extraction, graph neural networks, transfer learning and reinforcement learning techniques etc.
Requirements:
- Experience with programming languages such as Python
- Experience on SQL, Spark.
- Experience on deep learning frameworks such as pytorch, tensorflow, keras etc
- Experience with machine learning libraries such as opencv-python, nltk, scikit-learn etc
- Familiar with various supervised and unsupervised models to uncover insights from large scale of text and image data.
- Good communication skills to explain ML solutions to non-technical people
Tags: Deep Learning E-commerce Keras Machine Learning NLTK OpenCV Python PyTorch Research Scikit-learn Spark SQL TensorFlow
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Data Science Manager jobs
- Open MLOps Engineer jobs
- Open AI Engineer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Sr Data Engineer jobs
- Open Data Engineer II jobs
- Open Data Manager jobs
- Open Principal Data Engineer jobs
- Open Data Analytics Engineer jobs
- Open Power BI Developer jobs
- Open Product Data Analyst jobs
- Open Junior Data Scientist jobs
- Open Senior Data Architect jobs
- Open Data Scientist II jobs
- Open Business Intelligence Developer jobs
- Open Sr. Data Scientist jobs
- Open Manager, Data Engineering jobs
- Open Data Analyst Intern jobs
- Open Data Quality Analyst jobs
- Open Big Data Engineer jobs
- Open Business Data Analyst jobs
- Open Principal Data Scientist jobs
- Open ETL Developer jobs
- Open Junior Data Engineer jobs
- Open Research Scientist jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open GCP-related jobs
- Open ML models-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open Java-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open APIs-related jobs
- Open Deep Learning-related jobs
- Open PyTorch-related jobs
- Open Consulting-related jobs
- Open TensorFlow-related jobs
- Open Snowflake-related jobs
- Open PhD-related jobs
- Open NLP-related jobs
- Open CI/CD-related jobs
- Open Kubernetes-related jobs
- Open Data governance-related jobs
- Open Airflow-related jobs
- Open Databricks-related jobs
- Open Hadoop-related jobs
- Open LLMs-related jobs
- Open Data warehouse-related jobs