AVP/Manager Data Engineer, GMET
UOB
- Singapore
- Permanent
- Full-time
- Create frameworks, technical features of Data models, Analytical models(including AI/ML) and user generated contents (dashboards, reports etc)
- Effectively partner with citizen data scientists in enabling faster adoption of AL/ML model based systems
- Independently install, customise and integrate software packages and programs
- Carry out POCs involving new data technologies
- Design and develop application frameworks for data integration
- Create technical documents such as solution design, program specifications for target solutions
- Perform design and development of applications which may not be limited to: Software Applications, Data Integration, User Interfaces, Automation
- Maintain and recommend software improvements to ensure a platform centric management of software applications
- Performance tuning
- Work with production support team members to conduct root cause analysis of issues, review new and existing code and/or perform unit testing
- Perform tasks as part of a cross functional development team using agile or other methodologies and utilising project management software
Hands-on experience in implementing large scale data warehouse & analytics platforms in financial services industry with good functional knowledge of products & services offered in Retail bank / Wholesale / Global Markets covering some of the following analytics domains:
- Experience in Data Modeling, Data mapping for Data Warehouse and Data Marts solutions
- FSLM or similar industry models
- Functional domain - Retail , Wholesale, Compliance , Digital
- Experience in analytics - Retail Analytics
- Expertise in design of role based fine grained access control
- Designing cloud ready data solutions, Virtualization
- Implementing Teradata based EDW and Data mart solution using ETL tool (Informatica Power Centre, BDM), GCFR based framework, BTEQ scripts
- Implementing Hadoop based Data mart using Spark based framework (Java, Scala, Pyspark)
- Good knowledge and working experience in data loading into Teradata using different load pattern (TPT, MLOAD, FAST Load), data compression (MVC, BLC)
- Implementing Data Governance tools; Data Lineage (eg: Informatica MM, EDC), Business Glossary and Data Quality
- Implementing Reference data management (Data standardization, Hierarchy maintenance) using tools (eg: MDM,RDM)
- Good knowledge and working experience in Teradata FSLM or similar industry standard data model
- Cloudera CDH / CDP components
- Good knowledge in developing Spark based ingestion framework (Java, Scala, Pyspark)
- Experience in building and operationalising feature pipeline to support AI/ML model execution, data pipelines for supporting large scale data warehouse/data marts