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Asia Pacific Senior Data Engineer (Analytics)

icon briefcase Jenis Pekerjaan : Sepenuh Masa

Bilangan Pemohon

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Penerangan Pekerjaan - Asia Pacific Senior Data Engineer (Analytics)

Role Summary:

Our client is a global multinational
company, providing their customers with the data and tools to make more
informed business decisions. In this role, you’ll be working as an Analytics
Engineer within Analytics Center of Excellence on Experian’s internal Cloud
Platform. You’ll be managing data at scale and working on key initiatives such
as Data Productizations where we employ different big data technologies and
back/front ends to build solutions for our clients.

 

Responsibilities:

  • Engage with
    clients and stakeholders to gather business and technical requirements, in
    order to create and maintain data pipeline (using Apache Spark or similar
    technologies), and workflow tools (Airflow or similar) for
    both Realtime and batch use cases.
  • Develop backend
    APIs, support integrations and solutions deployment to cloud infrastructure
    platforms like AWS or Azure.

  • Playing a key
    role in stakeholder communication and expectation management throughout the
    project lifecycle.



Requirements

  • Degree or
    equivalent, with a high numeric content e.g. Mathematics, or Statistics, with at
    least 4 years of relevant experience across data engineering, ETL development,
    and cloud deployments.

  • Experience in
    data warehouse technologies, data modelling and ETL development.

  • Experience in a
    high-performing, large-scale technology driven environment.

  • Exposure in
    creating/maintaining data pipeline and workflow tools for both Real-time and
    batch use cases. Cloud experience (AWS is preferred).

  • Basic
    understanding of ML, Deep learning, Wrappers and APIs.

  • Experience with
    Big Data ML toolkits, such as Mahout, SparkML, or H2O (Mandatory).

  • Strong coding
    skill in SQL and (Python or Java or Scala).

  • Exposure to
    Database architecture using RDBMS or NoSQL: Views/Tables, Disk usage and
    relational diagram.

  • Excellent
    communication, interpersonal skills, and proven project management skills.

  • Management of
    Hadoop cluster, with all included services, and ability to solve any ongoing
    issues with operating the cluster.

  • Experience with
    building stream-processing systems, using solutions such as Storm or
    Spark-Streaming (Good to have).

  • Good knowledge of
    Big Data querying tools, such as Pig, Hive, and Impala.

  • Experience with
    integration of data from multiple data sources.

  • Knowledge of
    various ETL techniques and frameworks, such as Flume.

  • Experience with
    various messaging systems, such as Kafka or RabbitMQ.

  • Good
    understanding of Lambda Architecture, along with its advantages and drawbacks.

  • Experience with
    Cloudera/MapR/Hortonworks.




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