Data Scientist/Senior Data Scientist (Business Analytics and Optimization)
Centennial Tower, Singapore
Marina Bay Sands
Unparalleled luxury awaits at Singapore's luxury 5-star hotel. Experience world-class dining, entertainment and stunning views at the leading integrated resort.LOVE WHAT YOU DO? THERE IS A PLACE FOR YOU HERE!
Be part of our diverse and inclusive team.
Job Responsibilities
The team is tasked with developing creative approaches to data sourcing, deriving new variables and factoring in qualitative insights to deliver high-impact business solutions.
Conduct exploratory data analysis and hypothesis testing to uncover hidden patterns and trends in customer behavior.
Lead the development of advanced data visualizations and dashboards to communicate insights and drive data-driven decision-making.
Leverage customer data and analytics to acquire, develop, and retain high-value customers more profitably and effectively
Develop a robust behavioral and needs-based segmentation to create more relevant, actionable, and personalized campaigns, offers, and engagements
Closely monitor product and area performance, operational and manpower efficiency
Develop and implement predictive models and machine learning algorithms to optimize customer acquisition, retention, and engagement strategies.
Utilize big data technologies and cloud platforms to manage and analyze large datasets, ensuring data quality and integrity.
Collaborate with cross-functional teams to integrate data science solutions into business processes and decision-making frameworks.
Job Requirements
Education & Certification
Advanced degree (Master's or Ph.D.) in Data Science, Machine Learning, Statistics or a related field is preferred.
Experience
At least 2 years of hands-on experience in analytics and machine learning or AI.
Proven experience in deploying machine learning models in production environments and monitoring their performance will be an added advantage.
Strong proficiency in programming languages such as Python, R, and SQL, with experience in using libraries like TensorFlow, PyTorch, and scikit-learn.
Experience in big data technologies such as Hadoop, Spark, and cloud platforms like AWS, Azure, or Google Cloud.
Other Prerequisites
Excellent problem-solving skills and the ability to work with complex datasets to derive actionable insights.
Marina Bay Sands is committed to building a diverse, equitable and inclusive workforce, providing equal opportunities as we grow our talent base to match our growth ambitions in Singapore. Our employees are committed to adhere to and abide by all rules, regulations, policies and procedures, including the rules of conduct and business ethics of the Company.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: AWS Azure Big Data Business Analytics Data analysis Data quality EDA GCP Google Cloud Hadoop Machine Learning ML models Python PyTorch R Scikit-learn Spark SQL Statistics TensorFlow Testing
Perks/benefits: Career development Startup environment
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