Hồ Chí Minh
Full-time
Data Scientist Manager in the Ads team advise business stakeholders on how to solve problems with advanced analytics, build predictive models, and work with engineers to deliver production model
What you will do
- The research applied data science problems in our ads systems to improve prediction accuracy, auction strategies, and drive advertiser value;
- Work closely with engineering and product teams to develop hypotheses, run experiments and prototype new product ideas;
- Collaborate with data engineering teams to build/maintain reports, dashboards, and metrics to monitor the performance of our products, provide insights, and identify new opportunities.;
- Apply technical expertise with quantitative analysis, experimentation, data mining, and the presentation of data to develop an understanding of the ads targeting/auction/delivery.
What you will need
- 5+ years of experience working in Big Data, Machine Learning, especially in recommendation areas, ideally in an industry-leading company;
- BS, MS, Ph.D. in Statistics, Mathematics, Economics, Computer Science, or other quantitative fields;
- Proficiency in programming using Python, Pytorch, SQL, NoSQL,…;
- Proficiency in data structures and algorithms, machine learning, reinforcement learning, and deep learning;
- Intellectual curiosity, effective communication, and excellent presentation skills;
- Familiar with MLOps concept and toolkit is a plus;
- Experience in the advertising area is a plus.