Description
Overall Role Purpose:
- 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 AI and Generative AI, assessing, building, and serving AI applications for conversational bots and content generation.
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 trading algorithm, targeting models or building Agentic systems to handle complex workflows.
- Coordinate with different functional teams to deploy models and smart applications into Production of complex and large pretrained and fine tune models.
- Use MLOps processes and tools to monitor and refine Production model performance and accuracy.
Job Qualifications
Specific Knowledge
- 5 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.
- Experience leading a team.
- Strong programming experience, with solid understanding of software engineering design patterns and best practices.
- Experience with big data technologies such as Hadoop, Trino and VectorDB (elastic).
- Ideally experience in On-premise distributed Framework for serving and training
- Experienced in the use of CI/CD and DevOps tools such as Jira, Jenkins, GIT/Bitbucket.
- Ideally has track record of deploying Machine Learning solutions into Production at scale for AI and GenAI.
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.
Primary Location
Singapore
Job
Data Scientist
Organization
Group Data Office - AI Lab
Schedule
Permanent
Full-time
Job Posting
22-Jan-2025, 7:08:50 PM
