Data Engineer

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Descrizione

Avensys is a reputed global IT professional services company headquartered in Singapore. Our service spectrum includes enterprise solution consulting, business intelligence, business process automation and managed services. Given our decade of success we have evolved to become one of the top trusted providers in Singapore and service a client base across banking and financial services, insurance, information technology, healthcare, retail, and supply chain. We are currently looking to hire Data Engineer. This is an exciting opportunity to expand your skill set, achieve job satisfaction and work-life balance. More details as below. Job Type: One-year Renewable Contract Job Description 1. Data Pipeline Engineering & AI-Readiness • Design and build ingestion, cleaning, and transformation pipelines that turn messy, real-world client data into AI-ready datasets. • Build batch and streaming pipelines (Airflow/Prefect/Kafka) that keep data flowing reliably into AI systems without manual intervention. • Own data quality — deduplication, schema validation, completeness checks — upstream of any model or RAG pipeline. • Proactively flag data gaps or quality issues that would degrade model/RAG performance downstream, before they surface as an AI Engineer's problem in testing. 2. RAG & Vector Store Architecture • Architect document/data ingestion and indexing pipelines for Retrieval-Augmented Generation (RAG) systems — chunking strategy, embeddings, hybrid/vector search. • Design and oper

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