Lead - Data Science
Trung tâm Công nghệ Thông tin
Hồ Chí Minh
25-ITC-0958
Lead / Senior Data Scientist responsible for driving data science initiatives focused on recommender systems and user engagement, with a strong emphasis on marketing and promotion platforms.
Mô tả công việc
- Build and improve Machine Learning models to power recommender systems, personalization, and user engagement use cases.
- Work closely with Product and Business teams to define Machine Learning problems and translate them into scalable data products.
- Collect, clean, and prepare large-scale datasets for modeling and analysis.
- Design and engineer features, experiment with new approaches, and continuously improve model performance.
- Deploy and productionize Machine Learning models in live systems with reliability and scalability in mind.
- Design, run, and analyze A/B tests to evaluate the impact of the model and generate actionable insights.
- Build and maintain pipelines for continuous model validation, monitoring, and retraining.
Yêu cầu công việc
- At least 5 years of working experience with 3 years of hands-on Machine Learning experience, or 2+ years with a PhD in a relevant field.
- Strong understanding of the mathematical foundations behind Machine Learning algorithms.
- Proven experience applying Machine Learning to personalization, recommender systems, user behavior analysis, or credit scoring.
- A strong builder mindset with the ability to take models from prototype to production.
- High product ownership with a strong sense of responsibility for quality, impact, and long-term maintainability.
- Strong collaboration skills and willingness to actively support and mentor team members.
- Experience with credit scoring or financial services models is a plus.
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