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    Senior Data Engineer - Singapore - TECHNOLOGY SERVICES GROUP PTE. LTD.

    TECHNOLOGY SERVICES GROUP PTE. LTD.
    TECHNOLOGY SERVICES GROUP PTE. LTD. Singapore

    5 days ago

    Default job background
    Description
    Roles & Responsibilities

    Our company is at the forefront of innovation in financial technology. Our mission is to develop an AI-driven platform that predicts market trends, empowering retail investors with the tools previously only accessible to professionals. We're looking for a talented Senior Data Engineer with an interest in finance to join our growing team in our Singapore office.

    Responsibilities:

    • Focuses on DataOps from ingesting to deployment. Portfolio to be requested here.
    • Maintain and enhance trading pipelines.
    • Combine various data sources via API or scraping into a singular source of truth.
    • Develop feature store and automate features cleaning, processing, engineering, and monitoring of drifts.
    • Develop data lineage of each feature and also ensuring features integrity with data fingerprinting techniques.
    • Work with batch and streaming data and reduce anomalies in data or gaps in different financial data sources.
    • Build, maintain, enhance data pipelines using DataOps, MLOps and AIOps frameworks.
    • Work with full suite of data and model infrastructure and integration i.e. SageMaker Studio
    • Part of a sub-team focusing on full autonomous AI Trading under a larger trading division.

    Requirements:

    • Bachelor's and above
    • Must have languages: Python, SQL & NoSQL
    • Must have database experiences: Mapreduce, Partitioning, Spark etc.
    • Must have data ingestion tools: Kafka, Flume or Sqoop etc.
    • Must have data management experiences: Feature Store, Engineering Reproducibility etc.
    • Must have testing experiences: Unit Tests, Errors Handling to ensure trading system remains fault tolerance and robust
    • Must have orchestration tools: DAGs in Airflow or Prefect, MLFlow
    • Must have deployment experiences: Docker, AWS S3, Lambda etc
    • Extremely good to have languages: C, C# C++, Java
    • Extremely good to have capabilities: Scripting in vim, Neo4j
    Tell employers what skills you have

    Airflow
    Pipelines
    SageMaker
    Data Management
    Scripting
    MapReduce
    Trading System
    SQL
    Python
    Docker
    Java
    C#
    Orchestration
    API
    S3
    C++
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