Associate Data Science Manager
1 month ago
We are looking for a Data Science Manager who will lead VNGGames' AI Lab team to work on developing advanced machine learning/AI model and supporting key business initiatives with a focus on game users and game performance, platform data such as:
- Machine learning problems: churn prediction, recommendation system, fraud/anomaly detection, user segmentation, user’s LTV, etc.
**Responsibilities**:
- Manage a team of data scientists and AI engineers (6-7 members)
- In charge of developing POC and deploying model into production as well as A/B testing
- Analyze and improve existing data sources, models, strategies, and metrics
- Keep the whole AI Lab team updated with current open source tools and research community as well as state-of-the-art approach
- Provide mentorship to a team member
- Effective communication with leadership, tech, and business teams
**Yêu cầu**:
- Master/PhD in AI, Machine Learning, Data Science, or a related field.
- At least 5+ years of hands-on experience with advanced AI/ML models, including deep learning, recommendation systems
- Experience with model development and model deployment into production
- Deep understanding and knowledge of Machine/Statistical Learning
- Experience with open-source machine learning libraries such as sci-kit-learn, distributed/parallel big data processing architecture (e.g., Hadoop, Spark, MLlib), and deep learning frameworks (e.g. Pytorch, Tensorflow, Jax)
- Experience with Reinforcement Learning is a plus
- Proven leadership experience managing cross-functional AI/ML teams
- Strong leadership, business-minded and communication skills
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