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Data BAU Lead (Snowflake & AWS)
UNISON Group · Singapore
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Job description
We are looking for a seasoned BAU Lead - Data Engineering to lead our data operations and support function in a cloud-first environment. The ideal candidate will bring strong technical leadership, hands-on expertise in AWS and Snowflake, and proven experience in managing Business-As-Usual (BAU) data platforms, production support, and continuous improvement initiatives.
- Develop tools to improve data flows between internal/external systems and the data lake/warehouse.
- Work with stakeholders to understand needs for data structure, availability, scalability, and accessibility.
- Build robust and reproducible data ingest pipelines to collect, clean, harmonize, merge, and consolidate data sources.
- Understanding existing data applications and infrastructure architecture
- Build and support new data feeds for various Data Management layers and Data Lakes
- Evaluate business needs and requirements.
- Support migration of existing data transformation jobs in Oracle, and MS-SQL to Snowflake.
- Lead the migration of the existing data transformation jobs in Oracle, Hive, Impala etc. into Spark, Python on Glue etc.
- Able to document the processes and steps.
- Develop and maintain datasets.
- Improve data quality and efficiency.
- Lead Business requirements and deliver accordingly.
- Collaborate with Data Scientists, Architect and Team onseveral Data Analytics projects.
- Collaborate with DevOps Engineer to improve system deployment and monitoring process.
- Experience in critical production support and how the BAU functions is preferred.
Requirements* At least 8+ years of Data Engineer Experience.
- At least 5+ years of recent hands-on professional experience (actively coding) working as a Lead handling support & production issue.
- 2+ experience with large scale datasets, data lake and data warehouse technologies such as AWS Redshift, Google BigQuery, Snowflake. Snowflake is highly preferred.
Lead a team of data engineers in managing day-to-day BAU operations, production support, incident management, and platform stability.
- Strong AWS knowledge in terms of designing new architecture and providing optimized solutions for existing ones. (S3, Glue, DMS, MWAA, AMS, IAM).
- In-depth knowledge with respect to Snowflake and its architecture.
- Prefer prior Experience in BAU environment.
- Good knowledge on Airflow and MWAA.
- Hands-on experience in SQL/Python/Pyspark.
- Expertise in optimizing techniques in cloud environments
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