Develop and deliver scalable transformation frameworks across Hadoop platforms by building robust data pipelines, ingestion frameworks, and automation capabilities. Ensure efficient data processing, performance optimization, and reliable integration of enterprise data sources, while supporting data warehouse, enterprise analytics and downstream consumption requirements. This role offers an opportunity to work on large-scale data platforms handling structured, semi-structured, and streaming data across critical banking domains.
· Design, develop, and maintain scalable data pipelines within the Enterprise Data Lake platform using Cloudera CDP, Hadoop, Spark, Hive, Java, Python, and SQL.
· Develop high-performance batch and near real-time data ingestion frameworks for onboarding enterprise source systems into the Data Lake.
· Develop complex transformation logic using Spark, HiveQL, SQL, and Java-based processing frameworks.
· Design and implement data ingestion patterns supporting structured, semi-structured, and unstructured datasets.
· Build and maintain batch and near real-time data integration solutions.
· Implement source-to-target mappings and ingestion specifications.
· Develop and support solutions within the Cloudera Data Platform ecosystem.
· Build and maintain data pipelines leveraging:
· Hadoop HDFS
· Hive
· Impala
· Spark
· Kafka
· YARN, Oozie
· Perform deployment, troubleshooting, and performance tuning of applications running on the Hadoop ecosystem.
· Partner with platform teams to ensure optimal cluster utilization and workload management.
· Ensure adherence to Data Lake onboarding standards and governance requirements.
· Investigate and resolve data quality issues and production incidents.
· Ensure compliance with enterprise data governance standards.
· Integrate data engineering solutions into CI/CD pipelines using Git, Jenkins, Azure DevOps, or equivalent tools.
· Automate deployment, testing, monitoring, and operational support activities.
· Develop reusable frameworks and utilities to improve engineering productivity and platform scalability.
· Provide L3 support for Data Lake application.
· Perform root cause analysis for production incidents and implement permanent fixes.
· Monitor pipeline execution, cluster health, and workload performance.
· Participate in release implementation, deployment validation, and post-production support activities.
· Strong hands on experience with Hadoop ecosystem and data pipeline orchestration.
· Hadoop/HDFS
· Hive
· Spark
· Unix/Linux scripting
· Shell scripting
· ETL/ELT development experience.
· Data modelling fundamentals.
· Performance tuning and optimization.
· Experience in Data Warehousing and Data Lake environments.
· Strong Java / Python competency with experiences.
· Strong SQL development skills.
Unison Consulting was launched in Singapore on September 2012, the hub of the financial industry, with innovative visions in the technocratic arena. We are a boutique next-generation Technology Company with strong business-interests in Liquidity risk, Market Risk, Credit Risk and Regulatory Compliance.
Unison provides technology consulting and services to implement Risk Management and Risk Analytics System for Financial Institutions. Our services suite comprises of Techno-Functional consulting, systems integration, Business Intelligence, information management, and custom development of IT solutions, plus project management expertise for financial institutions.
We have expertise in latest cutting edge technology to achieve better total cost of ownership. Through our qualified professionals, we assist you drive your unique risk management strategies, whether that means efficient monitoring, improving risk appetite of the financial institutions, complying with regulations, or capturing growth opportunities through innovation, this is what maximizes your decision taking potential. At Unison Consulting, we view clients as partners, and our success is only measured by the success of our partners. So we put it all on the table in order to exceed expectations.
Our staff consists of young, energetic and innovative consultants who are never afraid to challenge the conventions and push the boundaries in an effort to help our clients. For every project, no matter how large or how small, we strive to not only meet your needs, but deliver a showcase in your field.
