Job Description

Data Scientist

We are looking for a passionate and professional Data Scientist to join our team to help us with our mission of helping us define and analyze the data across the company.

Based in Singapore and reporting into the Senior Director, the Data Scientist will work on team projects and individual projects. The right candidate will have day-to-day responsibility of ensuring accuracy of data for business decisions.

However, we also recognize that each Data Scientist has a unique blend of skills. Whether your strength is in data modeling or in analytical, we want to talk to you.

What You\xe2\x80\x99ll Do

• You will identify, undertake and implement analytics projects including formulation of use cases, gathering of data, development, implementation and maintenance of models.
• You will support the development of in house analytic capabilities through the implementation of structured methodologies and creation of infrastructural capabilities to process and analyze data
• You will work with strategy to identify opportunities to enable the implementation and realization of the long term strategic vision.
• You will manage and mentor the team, providing supporting and guidance as required, and working with the Strategy Team to identify potential business opportunities and problems in the medium term
• You will design, develop and productionize analytical models for commercial and social goals of the company.
• You will play a strategic role in formulating new and creative ideas for leveraging the business\xe2\x80\x99s vast collection of data in the databases.
• You will play an analytical role in researching, designing, implementing, and deploying full-stack scalable data analytics vision and machine learning solutions to challenge various business issues.
• You will provide advanced expertise on statistical and mathematical concepts for the Analytics department.
• You will drive adoption of structured analytic methodology (AMP) for identification and implementation of analytics project.
• You will supports relevant stakeholders through quantitative analytics, and the application of appropriate advanced analytics for the business\xe2\x80\x99s key initiatives.

• You will need to be a graduate in Computer Science, Economics, Mathematics or Statistics.
• Postgraduate degree majoring in data analytics or machine learning preferred.
• You will need minimum 3 years of relevant work experience.
• You should have experience with statistical and analytical modeling and knowledge of analytic tools and big data technologies.
• You should be able to work with tools to clean, transform, manipulate, model and visualize large amounts of data.
• You should have the ability to communicate complex ideas to technical and non-technical audiences.
• You should have deep experience with languages like R, Python, SQL, Excel.
• You should have experience in Data Cleaning, Sampling, Balancing, Imputation.
• You should have experience in Hypothesis Testing like t-test, Anova, chi-sq.
• You should have experience in modeling like Regression, Decision trees, Random Forests, Neural Networks, Clustering, Classification, K-cross validation.
• You should have knowledge of Big Data frameworks/ technologies such as Spark, Hive or similar frameworks.

JonDavidson