Checking job availability...
Original
Simplified
Description
OVERALL ROLE PURPOSE:
Job Qualifications
Specific Knowledge
Singapore
Job
Data Scientist
Organization
Group Data Office - AI Lab
Schedule
Permanent
Full-time
Job Posting
20-Mar-2025, 10:27:22 PM
OVERALL ROLE PURPOSE:
- Working within the Group Data Science team, 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.
- Work with business leaders across OCBC Group, you will lead a Data Science squad to identify opportunities for leveraging big data, conventional AI and gen AI techniques to drive value for our customers and business.
- Particularly for this role, the targeted use cases would fall into improve the banks’ day-to-day operational efficiencies, reducing risks and improving our clients’ customer experiences.
- Partner with Data Engineering to source internal & external datasets for analysis
- Develop and maintain machine learning/deep learning models to achieve the desire business outcomes – such as marketing recommendations, fraud detection or credit scoring.
- Coordinate with different functional teams to deploy models and smart applications into Production.
- 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
- Experience manipulating data sets and building statistical models, with a background in Statistics, Mathematics, Software Engineering, Computer Science or other quantitative field.
- Experience leading a team of seasoned Data Scientists with exposure to cross-functional team leadership.
- Hands-on programming experience, with solid understanding of AI/software engineering design patterns and best practices. Experience with big data technologies such as Hadoop, Trino and VectorDB (elastic), Ray.
- Ideally experience in On-premise distributed Framework for serving and training models.
- Ideally experience with large language model fine tuning and distilling.
- 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.
- 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.
Singapore
Job
Data Scientist
Organization
Group Data Office - AI Lab
Schedule
Permanent
Full-time
Job Posting
20-Mar-2025, 10:27:22 PM
Description
OVERALL ROLE PURPOSE:
Job Qualifications
Specific Knowledge
Singapore
Job
Data Scientist
Organization
Group Data Office - AI Lab
Schedule
Permanent
Full-time
Job Posting
20-Mar-2025, 10:27:22 PM
OVERALL ROLE PURPOSE:
- Working within the Group Data Science team, 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.
- Work with business leaders across OCBC Group, you will lead a Data Science squad to identify opportunities for leveraging big data, conventional AI and gen AI techniques to drive value for our customers and business.
- Particularly for this role, the targeted use cases would fall into improve the banks’ day-to-day operational efficiencies, reducing risks and improving our clients’ customer experiences.
- Partner with Data Engineering to source internal & external datasets for analysis
- Develop and maintain machine learning/deep learning models to achieve the desire business outcomes – such as marketing recommendations, fraud detection or credit scoring.
- Coordinate with different functional teams to deploy models and smart applications into Production.
- 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
- Experience manipulating data sets and building statistical models, with a background in Statistics, Mathematics, Software Engineering, Computer Science or other quantitative field.
- Experience leading a team of seasoned Data Scientists with exposure to cross-functional team leadership.
- Hands-on programming experience, with solid understanding of AI/software engineering design patterns and best practices. Experience with big data technologies such as Hadoop, Trino and VectorDB (elastic), Ray.
- Ideally experience in On-premise distributed Framework for serving and training models.
- Ideally experience with large language model fine tuning and distilling.
- 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.
- 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.
Singapore
Job
Data Scientist
Organization
Group Data Office - AI Lab
Schedule
Permanent
Full-time
Job Posting
20-Mar-2025, 10:27:22 PM