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Senior Data Engineer (Banking, 1-year renewable contract)
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Job Description
Dear Applicant, If you or someone you know is interested, please send the CV directly to quynh.nguyen@evolutionjobs.sg (most preferred, as I may overlook some CVs due to the high volume). Please note that visa sponsorship is not available at this time.
Key Responsibilities
Implement and operationalize enterprise-scale Lakehouse platforms, data products, and data marketplace capabilities. Design, develop, test, and maintain scalable batch, streaming, CDC, and API-based data ingestion pipelines.
Develop multimodal data ingestion pipelines, including: o Content extraction from various file formats. o Regex-based extraction of specific fields. o Content extraction from embedded images. o Frame extraction from video files. o Transcript extraction from audio files.
Build and maintain foundation and business data products with defined data contracts, SLAs, data quality controls, and governance standards. Implement and work with modern open table formats, including Iceberg, Hudi, and Delta Lake.
Develop and support data pipelines for RAG, vector search, Generative AI (GenAI), and agentic AI use cases. Perform performance tuning, optimization, production support, troubleshooting, and root cause analysis across data platforms and pipelines.
Implement data ingestion, transformation, reconciliation, and data quality frameworks. Develop data architectures supporting NLP and AI-driven analytics, including the ingestion, curation, governance, and management of structured and unstructured data.
Support ML platforms and workflows, including model development, deployment, and operationalization. Develop internal engineering tools and full-stack applications using Python, shell scripting, and modern web frameworks. Expose and integrate data through APIs, event streams, dashboards, and BI platforms.
Create and maintain technical documentation, deployment guides, and operational runbooks. Ensure compliance with engineering standards, DevSecOps controls, CI/CD practices, security require
Required Skills
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