Responsibilities:
- Provide technical vision and create roadmaps to align with the long-term technology strategy
- Create the target architecture for an application / set of applications with emphasis on platforms, reusability, scalability and security
- Work with stakeholders to define capabilities and principles for an application
- Work on governance aspects for the Data Analytics applications such as documentation, design reviews, metadata etc
- Document design ideas in well-crafted presentations and engage with stakeholders for their concurrence
- Review and help streamline the design for big data applications and ensure that the right tools are used for the relevant use cases
- Engage users to achieve concurrence on technology provided solution.
- Conduct review of solution documents along with Functional Business Analyst and Business Unit for sign-off
- Create technical documents (functional/non-functional specification, design specification, training manual) for the solutions.
- Review interface design specifications created by development team
- Participate in selection of product/tools via RFP/POC.
- Provide inputs to help with the detailed estimation of projects and change requests
- Execute continuous service improvement and process improvement plans.
Skills
- 10-15 years of experience with Data Architecture in the banking domain including implementation of Data Lake, Data Warehouse, Data Marts, Lake Houses etc
- Experience in data modeling for large scale data warehouses, business marts on Hadoop based databases, Teradata, Oracle etc for a banking industry.
- Expertise in Big Data Ecosystem such as Cloudera (Hive, Impala, Hbase, Ozone, Iceberg), Spark, Presto, Kafka
- Experience in a Metadata tool such as IDMC, Axon, Watson Knowledge Catalog, Collibra etc
- Expertise in designing frameworks using Java, Scala, Python and creation of applications, utilities using these tools
- Expertise in operationalizing machine learning models including optimizing feature pipelines and deployment using batch/API, model monitoring, implementation of feedback loops
- Knowledge of report/dashboards using a reporting tool such as Qliksense, PowerBI
- Expertise in integrating applications with Devops tools
- Knowledge of building applications on MPP appliances such as Teradata, Greenplum, Netezza is a plus
- Domain knowledge of the banking industry include subject areas such as Customer, Products, CASA, Cards, Loans, Trade, Treasury, General Ledger, Origination, Channels, Limits, Collaterals, Campaigns etc
