Data Engineer Manager, Group Technology
4 weeks ago
About the Role
We are seeking a highly skilled Data Engineer Manager to join our Group Technology team at United Overseas Bank. As a Data Engineer Manager, you will be responsible for the end-to-end software development and support for all work related to projects, quarterly change requests, and L3 production fixes.
Key Responsibilities
- 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
Requirements
- 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
- Expertise in FSLM or similar industry models
- Experience in 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
Technical Requirements
- Expertise in implementing Teradata based EDW and Data mart solution using ETL tool such as (Informatica Power Centre, BDM), GCFR based framework, BTEQ scripts
- Expertise in 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)
- Expertise in implementing Data Governance tools; Data Lineage (eg: Informatica MM, EDC), Business Glossary and Data Quality
- Expertise in 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
- Expertise in 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
Desirable Certifications
- Cloudera Hadoop distribution – Hive, Impala, Spark, Kudo, Kafka, Flume
- Teradata – Bteq, Query Grid, GCFR, MDM, Data Mover, BAR
- Informatica Data Integration – PC, IDR, BDM, MM, IDQ, EDC
- Data modelling tools (Erwin)
- QlikSense
- Microsoft – R
- Data science workbenches – Cloudera Workbench, Jupyter, DataRobot, H2O.AI, IBM DSX
- Data Virtualization tool (Denodo, Dremio)
- AS400
- Language – SQL, Java, Python, Scala, Pyspark
- Automation / scripting – CtrlM, Shell Scripting, Groovy
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