Data Scientist - Shopee Singapore Pte Ltd｜Meet.jobs
4K - 8K SGD Monthly
Work cross-functionally with business managers/product managers/engineers, and designers
Develop predictive analytics for customer behaviour and apply machine learning, optimisation techniques, in core subject areas including but not limited to: fraud detection, recommender systems, product understanding, customer segmentation, demand forecasting and supply chain optimisation.
Build, validate, test, and deploy models and algorithms. Able to implement data science experimental framework to enable organization-wide experiments
Make strategic data architecture recommendations
Visualize data for business and technical audiences and Conduct end-to-end data management starting from data collection / preparation to providing insights for key stakeholders
Effectively communicate solution approaches and analyses to stakeholders.
Contribute to team’s innovation and IP creation.
Supervised/unsupervised learning, Classifier algorithms, clustering algorithms, data engineering, feature engineering/optimization
Knowledges on recommendation system, knowledge graph, nature language processing, image processing and deep learning.