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Senior Data Scientist
2 months ago
Square Enix is a leading entertainment company that creates and delivers engaging experiences for customers worldwide. We are seeking a highly skilled Senior Data Scientist to join our Data Science & AI Team.
The successful candidate will be responsible for building and deploying scalable data science models and algorithms to drive marketing, promotion, and personalization actions that provide measurable improvement. This includes identifying, analyzing, and interpreting users' in-game and outer-game behavioral data, and applying analytics and machine learning methods.
The Senior Data Scientist will lead junior/mid data scientists and collaborate with Data Engineering, DevOps, and business stakeholders to ensure the accurate implementation and impact of recommender systems deployed. Key deliverables include:
- Developing and deploying machine learning models that drive business outcomes
- Providing ongoing maintenance and support for deployed models
- Leading junior/mid data scientists and promoting best practices in machine learning system deployment
- Project management: initiating PoC, creating workflow with partner teams, delivering results for project approval, setting schedules and priorities, and documenting results
The ideal candidate will have extensive experience as a Data Scientist and/or Product Engineer, working on similar projects such as user communication, service optimization, and personalization. Practical experience in methodologies used in recommender systems, such as Collaborative Filtering, Content Based Recommendation, and Matrix Factorization, is also essential.
Additionally, the candidate should have experience with cloud platforms and technologies for deploying and managing machine learning models at scale, such as AWS, Azure, or Google Cloud Platform. Proficiency in data analysis, data mining, and programming languages, preferably with SQL, Python, TensorFlow, PyTorch, or scikit-learn, is required.
Square Enix is an equal opportunities employer and welcomes applications from diverse candidates. We offer a hybrid working policy, allowing employees to work from home three days a week and in our Blackfriars office for the other two days.