Data Scientist
OVERSEA-CHINESE BANKING CORPORATION LIMITED
Overall Role Purpose:
Responsibilities:
Specific Knowledge:
Communication & Soft Skills:
- Working within the Group Data Science, you will leverage huge volumes of Structured and Unstructured data to solve real business problems across the OCBC Group.
- You will work closely with business to understand their problem statements and transform them into ML and AI challenges when needed.
- You will work on a variety of problem from traditional AI and Machine learning to Generative AI problem when needed.
Responsibilities:
- Work with business leaders across OCBC Group to identify opportunities for leveraging big data and Data Science to drive value for our customers and business.
- Develop and maintain machine learning/deep learning models to achieve the desire business outcomes - such as State of the Art Reinforcement learning system or RAG.
- Develop and maintain models in production. Set up controls and monitoring for the models.
- Use MLOps processes and tools to monitor and refine Production model performance and accuracy.
Specific Knowledge:
- 2 years+ of experience manipulating data sets and building statistical models, ideally with a Master's or PhD in Statistics, Mathematics, Computer Science or other quantitative field.
- Strong programming experience, with solid understanding of software engineering design patterns and best practices.
- Experience with big data technologies such as Hadoop, Trino, and Spark.
- Some experience in the use of CI/CD and DevOps tools such as Jira, Jenkins, GIT/Bitbucket.
- You have a passion for AI and ML, and you want to learn more everyday
Communication & Soft Skills:
- Ability to execute in a fast-paced environment.
- Creativity to see possibilities within the data & translate into compelling stories, decisions, and actions for non-technical business users.
- Strong communication skills and drive to deliver business benefits in the real-world.
- Genuine drive to learn and master new technologies and techniques.
JOB SUMMARY
Data Scientist
OVERSEA-CHINESE BANKING CORPORATION LIMITED
Singapore
6 days ago
N/A
Full-time
Data Scientist