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Data & Integration Engineer (GenAI)
Unison Group · Singapore
About The Role
We are looking for a Data & Integration Engineer who operates effectively at the intersection of system analysis, enterprise integration and data engineering to support GenAI initiatives .
- The successful candidate will:
- Understand business and functional requirements
- Translate them into data flows and integration designs
- Work across upstream and downstream systems
- Ensure reliable movement, transformation and availability of data for GenAI use cases
- Develop scripts / programs to get data from different integration systems
- Develop APIs to integrated with relevant systems.
- Analyse business/technical requirements and translate them into data flows and integration designs
- Work with upstream and downstream teams to define data contracts and interfaces
- Support data ingestion and preparation for GenAI use cases
- Coordinate integrations across systems in the DataLake ecosystem (Informatica, Cloudera, etc.)
- Design and implement data movement across systems using:
- APIs
- SFTP and file based transfers
- Batch pipelines
Requirements
Key Requirements
Below are the key skillsets that will be required for all relevant tasks mentioned
- Good years of experience in system analysis, integration engineering, data engineering or technical delivery roles.
- Strong ability to translate requirements into system flows, data flows, interface specifications and implementation plans.
- Experience working with upstream and downstream teams to define and deliver enterprise integrations.
- Practical experience with REST APIs, SFTP, batch processing, file based integration and data pipeline orchestration.
- Good understanding of data mapping, transformation, aggregation, reconciliation and data quality controls.
- Good SQL skills and basic to moderate Python skills for data handling, scripting, automation and troubleshooting.
- Exposure to Java
- Exposure to Informatica, Cloudera or similar enterprise data platforms.
- Working knowledge of Git , branching, pull requests, code reviews and controlled release practices.
- Familiarity with CI/CD, Jira, Confluence and enterprise deployment processes.
- Experience with Control M or equivalent scheduling tools.
- Familiarity with logging (OTEL) and monitoring tools such as Splunk Elastic Stack.
- Exposure to GenAI concepts such as document ingestion, RAG, embeddings and data preparation for AI workflows.
- Working experience with Informatica is preferable.
Strong communication skills, with the ability to challenge weak designs and coordinate across business, application, data, infrastructure and security teams.
- Data Engineering,
- System Integrations,
- Python, SQL, Informatica
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